{"id":3592,"date":"2022-04-14T16:59:05","date_gmt":"2022-04-14T14:59:05","guid":{"rendered":"https:\/\/samovar2022.int-evry.fr\/index.php\/acmes-2\/randal-douc-2\/"},"modified":"2022-04-14T16:59:17","modified_gmt":"2022-04-14T14:59:17","slug":"randal-douc-2","status":"publish","type":"page","link":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/acmes-2\/randal-douc-2\/","title":{"rendered":"Randal DOUC"},"content":{"rendered":"<p><div class=\"bandeau-personnel MonLaboUser\"><img decoding=\"async\" src=\"https:\/\/samovar.telecom-sudparis.eu\/wp-content\/uploads\/2022\/07\/Randal-DOUC-150x150.jpg\" class=\"wp-image-6 alignleft img-arrondi wp-post-image\" height=\"150\" width=\"150\" alt=\" \" \/><div class=\"adresse\"><p>SAMOVAR - SAMOVAR<br \/>Telecom SudParis<br \/>\r\n9 rue Charles Fourier<br \/>\r\n91011 EVRY CEDEX<\/p><p>Fax : +33 (0) 1 60 76 20 80<\/p><\/div><div class=\"monlaboBlocTexte\"><h1>Pr. Randal <span class=\"MonLabo-lastname\">DOUC<\/span><\/h1><div class=\"coordonnees\"><em>Professeur<\/em><br \/><span class=\"team-description\"><a href=\"https:\/\/samovar.telecom-sudparis.eu\/?page_id=96\" class=\"MonLaboLink\"><span class=\"MonLabo_team_name\">Direction &amp; personnel de support<\/span><\/a>, <a href=\"https:\/\/samovar.telecom-sudparis.eu\/?page_id=4729\" class=\"MonLaboLink\"><span class=\"MonLabo_team_name\">SOP<\/span><\/a><\/span><\/div><div class=\"coordonnees\"><span class=\"MonLabo-email\">randal.douc[&#64;<span>-Code to remove to avoid SPAM-<\/span>]telecom-sudparis.eu<\/span><\/div><div class=\"external_url\"><h1 style=\"text-align: center;\"><a href=\"https:\/\/wiki.randaldouc.xyz\/doku.php?id=world:homepage\"><button class=\"btn btn-oldstyle\" type=\"button\">Site personnel<\/button><\/a><\/h1><\/div><\/div><\/div>\n<div id=\"res_script\">\n<p class='Rubrique'>Article dans une revue<\/p>\n<p class='SousRubrique'>2024<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Charly Andral, Randal Douc, Hugo Marival, Christian Robert. The importance Markov Chain. <i>Stochastic Processes and their Applications<\/i>, 2024, 171, pp.2-26. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.spa.2024.104316\">&#x27E8;10.1016\/j.spa.2024.104316&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-03912132v1\">&#x27E8;hal-03912132&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-03912132\/file\/arxiv3_main.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03912132\/file\/arxiv3_main.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03912132\/file\/arxiv3_main.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03912132v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2023<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Kam\u00e9lia Daudel, Randal Douc, Fran\u00e7ois Roueff. Monotonic Alpha-divergence Minimisation for Variational\r\nInference. <i>Journal of Machine Learning Research<\/i>, 2023, 24 (62), pp.1-76. <a target=\"_blank\" href=\"https:\/\/telecom-paris.hal.science\/hal-03164338v2\">&#x27E8;hal-03164338v2&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/telecom-paris.hal.science\/hal-03164338\/file\/ddr_jmlr_final.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/telecom-paris.hal.science\/hal-03164338\/file\/ddr_jmlr_final.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/telecom-paris.hal.science\/hal-03164338\/file\/ddr_jmlr_final.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/telecom-paris.hal.science\/hal-03164338v2\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2022<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">M Gerber, Randal Douc. A global stochastic optimization particle filter algorithm. <i>Biometrika<\/i>, 2022, 109 (4), pp.937-955. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1093\/biomet\/asab067\">&#x27E8;10.1093\/biomet\/asab067&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081690v1\">&#x27E8;hal-04081690&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-04081690\/file\/2007.04803v9.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04081690\/file\/2007.04803v9.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04081690\/file\/2007.04803v9.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04081690v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2021<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Kam\u00e9lia Daudel, Randal Douc, Fran\u00e7ois Portier. Infinite-dimensional gradient-based descent for alpha-divergence minimisation. <i>Annals of Statistics<\/i>, 2021, 49 (4), pp.2250 - 2270. <a target=\"_blank\" href=\"https:\/\/telecom-paris.hal.science\/hal-02614605v3\">&#x27E8;hal-02614605v3&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/telecom-paris.hal.science\/hal-02614605\/file\/AOS2035.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/telecom-paris.hal.science\/hal-02614605\/file\/AOS2035.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/telecom-paris.hal.science\/hal-02614605\/file\/AOS2035.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/telecom-paris.hal.science\/hal-02614605v3\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Fran\u00e7ois Roueff, Tepmony Sim. Necessary and sufficient conditions for the identifiability of observation-driven models. <i>Journal of Time Series Analysis<\/i>, 2021, 42 (2), pp.140-160. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1111\/jtsa.12559\">&#x27E8;10.1111\/jtsa.12559&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-02088860v3\">&#x27E8;hal-02088860v3&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-02088860\/file\/ident_genod.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-02088860\/file\/ident_genod.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-02088860\/file\/ident_genod.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-02088860v3\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Tepmony Sim, Randal Douc, Fran\u00e7ois Roueff. General-order observation-driven models: ergodicity and consistency of the maximum likelihood estimator. <i>Electronic Journal of Statistics <\/i>, 2021, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/21-EJS1858\">&#x27E8;10.1214\/21-EJS1858&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01383554v3\">&#x27E8;hal-01383554v3&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-01383554\/file\/genod2.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-01383554\/file\/genod2.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-01383554\/file\/genod2.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-01383554v3\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2020<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Jimmy Olsson, Fran\u00e7ois Roueff. Posterior consistency for partially observed Markov models. <i>Stochastic Processes and their Applications<\/i>, 2020, 130 (2), pp.733-759. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.spa.2019.03.012\">&#x27E8;10.1016\/j.spa.2019.03.012&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081621v1\">&#x27E8;hal-04081621&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-04081621\/file\/1608.06851v2.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04081621\/file\/1608.06851v2.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04081621\/file\/1608.06851v2.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04081621v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2019<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Jimmy Olsson. Numerically stable online estimation of variance in particle filters. <i>Bernoulli<\/i>, 2019, 25 (2), pp.1504 - 1535. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01875162v1\">&#x27E8;hal-01875162&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01875162v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2017<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Konstantinos Fokianos, \u00c9ric Moulines. Asymptotic properties of quasi-maximum likelihood estimators in observation-driven time series models. <i>Electronic Journal of Statistics <\/i>, 2017, 11 (2), pp.2707 - 2740. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/17-EJS1299\">&#x27E8;10.1214\/17-EJS1299&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01575698v1\">&#x27E8;hal-01575698&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01575698v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2016<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Fran\u00e7ois Roueff, Tepmony Sim. The maximizing set of the asymptotic normalized log-likelihood for partially observed Markov chains. <i>The Annals of Applied Probability<\/i>, 2016, 26 (4), pp.2357 - 2383. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/15-AAP1149\">&#x27E8;10.1214\/15-AAP1149&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01080955v2\">&#x27E8;hal-01080955v2&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-01080955\/file\/doumonrou.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-01080955\/file\/doumonrou.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-01080955\/file\/doumonrou.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-01080955v2\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2015<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Fran\u00e7ois Roueff, Tepmony Sim. Handy sufficient conditions for the convergence of the maximum likelihood estimator in observation-driven models. <i>Lithuanian Mathematical Journal<\/i>, 2015, 55 (3), pp.367-392. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/s10986-015-9286-8\">&#x27E8;10.1007\/s10986-015-9286-8&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01078073v2\">&#x27E8;hal-01078073v2&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-01078073\/file\/odconsistency_Hal.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-01078073\/file\/odconsistency_Hal.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-01078073\/file\/odconsistency_Hal.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-01078073v2\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Florian Maire, Jimmy Olsson. On the use of Markov chain Monte Carlo methods for the sampling of mixture models : a statistical perspective. <i>Statistics and Computing<\/i>, 2015, 25 (1), pp.95 - 110. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/s11222-014-9526-5\">&#x27E8;10.1007\/s11222-014-9526-5&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01262405v1\">&#x27E8;hal-01262405&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01262405v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Fredrik Lindsten, Randal Douc, \u00c9ric Moulines. Uniform ergodicity of the Particle Gibbs sampler. <i>Scandinavian Journal of Statistics<\/i>, 2015, 42 (3), pp.775 - 797. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1111\/sjos.12136\">&#x27E8;10.1111\/sjos.12136&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01257066v1\">&#x27E8;hal-01257066&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-01257066\/file\/1401.0683v2.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-01257066\/file\/1401.0683v2.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-01257066\/file\/1401.0683v2.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-01257066v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2014<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Myl\u00e8ne B\u00e9dard, Randal Douc, \u00c9ric Moulines. Scaling analysis of delayed rejection MCMC methods. <i>Methodology and Computing in Applied Probability<\/i>, 2014, 16 (4), pp.811 - 838. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/s11009-013-9326-y\">&#x27E8;10.1007\/s11009-013-9326-y&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01285497v1\">&#x27E8;hal-01285497&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01285497v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, Jimmy Olsson. Long-term stability of sequential Monte Carlo methods under verifiable conditions. <i>The Annals of Applied Probability<\/i>, 2014, 24 (5), pp.1767 - 1802. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/13-AAP962\">&#x27E8;10.1214\/13-AAP962&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01262408v1\">&#x27E8;hal-01262408&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-01262408\/file\/1203.6898v2.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-01262408\/file\/1203.6898v2.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-01262408\/file\/1203.6898v2.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-01262408v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Florian Maire, Randal Douc, Jimmy Olsson. Comparison of asymptotic variances of inhomogeneous Markov chains with application to Markov chain Monte Carlo methods. <i>Annals of Statistics<\/i>, 2014, 42 (4), pp.1483 - 1510. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/14-AOS1209\">&#x27E8;10.1214\/14-AOS1209&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01262407v1\">&#x27E8;hal-01262407&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-01262407\/file\/1307.3719v4.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-01262407\/file\/1307.3719v4.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-01262407\/file\/1307.3719v4.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-01262407v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2013<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Paul Doukhan, \u00c9ric Moulines. Ergodicity of observation-driven time series models and consistency of the maximum likelihood estimator. <i>Stochastic Processes and their Applications<\/i>, 2013, 123 (7), pp.2620-2647. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.spa.2013.04.010\">&#x27E8;10.1016\/j.spa.2013.04.010&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00833432v1\">&#x27E8;hal-00833432&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/1210.4739\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/1210.4739\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00833432v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Cyrille Dubarry, Randal Douc. Calibrating the exponential Ornstein-Uhlenbeck multiscale stochastic volatility model. <i>Quantitative Finance<\/i>, 2013, pp.1-14. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1080\/14697688.2012.738929\">&#x27E8;10.1080\/14697688.2012.738929&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00832848v1\">&#x27E8;hal-00832848&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-00832848v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2012<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Myl\u00e8ne B\u00e9dard, \u00c9ric Moulines. Scaling analysis of multiple-try MCMC methods. <i>Stochastic Processes and their Applications<\/i>, 2012, 122 (3), pp.758-786. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.spa.2011.11.004\">&#x27E8;10.1016\/j.spa.2011.11.004&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00772096v1\">&#x27E8;hal-00772096&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-00772096v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, Jimmy Olsson. On the long-term stability of bootstrap-type particle filters. <i>IFAC Proceedings Volumes<\/i>, 2012, 45 (16), pp.1131-1136. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.3182\/20120711-3-BE-2027.00380\">&#x27E8;10.3182\/20120711-3-BE-2027.00380&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081636v1\">&#x27E8;hal-04081636&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081636v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines. Asymptotic properties of the maximum likelihood estimation in misspecified hidden Markov models. <i>Annals of Statistics<\/i>, 2012, 40 (5), pp.2697-2732. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/12-AOS1047\">&#x27E8;10.1214\/12-AOS1047&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00832818v1\">&#x27E8;hal-00832818&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/1110.0356\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/1110.0356\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00832818v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2011<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, Jimmy Olsson, Ramon van Handel. Consistency of the maximum likelihood estimator for general hidden Markov models. <i>Annals of Statistics<\/i>, 2011, 39 (1), pp.474-513. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/10-AOS834\">&#x27E8;10.1214\/10-AOS834&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00633451v1\">&#x27E8;hal-00633451&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/0912.4480\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/0912.4480\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00633451v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Christian Robert. A vanilla Rao\u2013Blackwellization of Metropolis\u2013Hastings algorithms. <i>Annals of Statistics<\/i>, 2011, 39 (1), pp.261-277. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/10-AOS838\">&#x27E8;10.1214\/10-AOS838&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00375377v1\">&#x27E8;hal-00375377&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00375377\/file\/dr09.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00375377\/file\/dr09.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00375377\/file\/dr09.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00375377v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Aur\u00e9lien Garivier, \u00c9ric Moulines, Jimmy Olsson. Sequential Monte Carlo smoothing for general state space hidden Markov models. <i>The Annals of Applied Probability<\/i>, 2011, 21 (6), pp.2109-2145. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/10-AAP735\">&#x27E8;10.1214\/10-AAP735&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00839311v1\">&#x27E8;hal-00839311&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/1202.2945\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/1202.2945\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00839311v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2010<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Elisabeth Gassiat-Granier, Benoit Landelle, \u00c9ric Moulines. Forgetting of the initial distribution for nonergodic Hidden Markov Chains. <i>The Annals of Applied Probability<\/i>, 2010, 20 (5), pp.1638 - 1662. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01354770v1\">&#x27E8;hal-01354770&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01354770v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2009<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Gersende Fort, \u00c9ric Moulines, Pierre Priouret. Forgetting of the initial distribution for Hidden Markov Models. <i>Stochastic Processes and their Applications<\/i>, 2009, 119 (4), pp.1235--1256. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00138902v1\">&#x27E8;hal-00138902&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00138902\/file\/DoucFortMoulinesPriouret.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00138902\/file\/DoucFortMoulinesPriouret.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00138902\/file\/DoucFortMoulinesPriouret.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00138902v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Eric Moulines, Yaacov Ritov. Forgetting of the initial condition for the filter in general state-space hidden Markov chain: a coupling approach. <i>Electronic Journal of Probability<\/i>, 2009, 14 (none), <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/EJP.v14-593\">&#x27E8;10.1214\/EJP.v14-593&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081648v1\">&#x27E8;hal-04081648&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081648v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Gersende Fort, Arnaud Guillin. Subgeometric rates of convergence of f-ergodic strong Markov processes. <i>Stochastic Processes and their Applications<\/i>, 2009, 119 (3), pp.897-923. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.spa.2008.03.007\">&#x27E8;10.1016\/j.spa.2008.03.007&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00077681v1\">&#x27E8;hal-00077681&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00077681\/file\/dfg.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00077681\/file\/dfg.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00077681\/file\/dfg.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00077681v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, Jimmy Olsson. Optimality of the auxiliary particle filter. <i>Probability and Mathematical Statistics<\/i>, 2009, 29 (1), pp.1-28. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00471534v1\">&#x27E8;hal-00471534&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00471534\/file\/29.1.1.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00471534\/file\/29.1.1.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00471534\/file\/29.1.1.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00471534v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2008<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Olivier Capp\u00e9, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert. Adaptive Importance Sampling in General Mixture Classes. <i>Statistics and Computing<\/i>, 2008, 18 (4), pp.447-459. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/s11222-008-9059-x\">&#x27E8;10.1007\/s11222-008-9059-x&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00180669v4\">&#x27E8;hal-00180669v4&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00180669\/file\/CDGMR07.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00180669\/file\/CDGMR07.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00180669\/file\/CDGMR07.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00180669v4\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Fran\u00e7ois Roueff, Philippe Soulier. On the existence of some ARCH($\\infty$) processes. <i>Stochastic Processes and their Applications<\/i>, 2008, 118 (5), pp.755-761. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.spa.2007.06.002\">&#x27E8;10.1016\/j.spa.2007.06.002&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00113157v3\">&#x27E8;hal-00113157v3&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00113157\/file\/archrev.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00113157\/file\/archrev.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00113157\/file\/archrev.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00113157v3\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Arnaud Guillin, \u00c9ric Moulines. Bounds on regeneration times and limit theorems for subgeometric Markov chains. <i>Annales de l'Institut Henri Poincar\u00e9 (B) Probabilit\u00e9s et Statistiques<\/i>, 2008, 44 (2), pp.239 - 257. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/07-AIHP109\">&#x27E8;10.1214\/07-AIHP109&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01372463v1\">&#x27E8;hal-01372463&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/math\/0601036\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/math\/0601036\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-01372463v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, A. Guillin, Jean-Michel Marin, C. P. Robert. Convergence of adaptive mixtures of importance sampling schemes. <i>Statistics and Computing<\/i>, 2008, 18,, pp.447-459. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00432955v1\">&#x27E8;hal-00432955&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/0708.0711\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/0708.0711\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00432955v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines. Limit theorems for weighted samples with applications to sequential Monte Carlo methods. <i>Annals of Statistics<\/i>, 2008, 36 (5), pp.2344 - 2376. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/07-AOS514\">&#x27E8;10.1214\/07-AOS514&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01372025v1\">&#x27E8;hal-01372025&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01372025v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Jimmy Olsson, Olivier Capp\u00e9, Randal Douc, Eric Moulines. Sequential Monte Carlo smoothing with application to parameter estimation in non-linear state space models. <i>Bernoulli<\/i>, 2008, 14 (1), pp.155-179. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.3150\/07-BEJ6150\">&#x27E8;10.3150\/07-BEJ6150&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00096080v2\">&#x27E8;hal-00096080v2&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00096080\/file\/bej6150.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00096080\/file\/bej6150.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00096080\/file\/bej6150.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00096080v2\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2007<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, Philippe Soulier. Computable Convergence Rates for Subgeometrically Ergodic Markov Chains. <i>Bernoulli<\/i>, 2007, 13 (3), <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.3150\/07-BEJ5162\">&#x27E8;10.3150\/07-BEJ5162&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00013769v1\">&#x27E8;hal-00013769&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00013769\/file\/DoucMoulinesSoulier.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00013769\/file\/DoucMoulinesSoulier.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00013769\/file\/DoucMoulinesSoulier.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00013769v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2005<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, A. Guillin, J. Najim. Moderate deviations for particle filtering. <i>The Annals of Applied Probability<\/i>, 2005, 15 (1B), pp.587-614. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/105051604000000657\">&#x27E8;10.1214\/105051604000000657&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081665v1\">&#x27E8;hal-04081665&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/math\/0401058\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/math\/0401058\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04081665v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2004<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, E. Moulines, Jeffrey Rosenthal. Quantitative bounds on convergence of time-inhomogeneous Markov chains. <i>The Annals of Applied Probability<\/i>, 2004, 14 (4), <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/105051604000000620\">&#x27E8;10.1214\/105051604000000620&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081669v1\">&#x27E8;hal-04081669&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081669v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Gersende Fort, \u00c9ric Moulines, Philippe Soulier. Practical drift conditions for subgeometric rates of convergence. <i>The Annals of Applied Probability<\/i>, 2004, 14 (3), pp.1353-1377. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/105051604000000323\">&#x27E8;10.1214\/105051604000000323&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00147616v1\">&#x27E8;hal-00147616&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/math\/0407122\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/math\/0407122\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00147616v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, Tobias Ryd\u00e9n. Asymptotic properties of the maximum likelihood estimator in autoregressive models with Markov regime. <i>Annals of Statistics<\/i>, 2004, 32 (5), <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1214\/009053604000000021\">&#x27E8;10.1214\/009053604000000021&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081670v1\">&#x27E8;hal-04081670&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081670v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2002<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Olivier Cappe, Randal Douc, Eric Moulines, Christian Robert. On the Convergence of the Monte Carlo Maximum Likelihood Method for Latent Variable Models. <i>Scandinavian Journal of Statistics<\/i>, 2002, 29 (4), pp.615-635. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1111\/1467-9469.00309\">&#x27E8;10.1111\/1467-9469.00309&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081673v1\">&#x27E8;hal-04081673&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081673v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2001<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Catherine Matias. Asymptotics of the Maximum Likelihood Estimator for General Hidden Markov Models. <i>Bernoulli<\/i>, 2001, 7 (3), pp.381. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.2307\/3318493\">&#x27E8;10.2307\/3318493&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081675v1\">&#x27E8;hal-04081675&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081675v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2000<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Catherine Matias. Propri\u00e9t\u00e9s asymptotiques de l'estimateur de maximum de vraisemblance pour des mod\u00e8les de Markov cach\u00e9s g\u00e9n\u00e9raux. <i>Comptes Rendus de l'Acad\u00e9mie des Sciences - Series I - Mathematics<\/i>, 2000, 330 (2), pp.135-138. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/s0764-4442(00)00138-5\">&#x27E8;10.1016\/s0764-4442(00)00138-5&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081679v1\">&#x27E8;hal-04081679&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081679v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='Rubrique'>Communication dans un congr\u00e8s<\/p>\n<p class='SousRubrique'>2021<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Rayan Charrier, Marie Zins, Sylvain Le Corff, Marcel Goldberg, Randal Douc, et al.. Nouvel outil de mod\u00e9lisation des co-trajectoires des d\u00e9livrances d\u2019antihypertenseurs; r\u00e9sultats de la cohorte Constances appari\u00e9e au SNDS. <i>13\u00e8 Colloque Donn\u00e9es de sant\u00e9 en vie r\u00e9elle (dsvr)<\/i>, Jun 2021, PARIS, France. pp.S86-S87, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.respe.2021.05.008\">&#x27E8;10.1016\/j.respe.2021.05.008&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04604595v1\">&#x27E8;hal-04604595&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04604595v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Kam\u00e9lia Daudel, Randal Douc. Mixture weights optimisation for alpha-divergence variational inference. <i>Advances in Neural Information Processing (NeurIPS)<\/i>, Dec 2021, Online, France. pp.4397--4408, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.48550\/arXiv.2106.05114\">&#x27E8;10.48550\/arXiv.2106.05114&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04083262v1\">&#x27E8;hal-04083262&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-04083262\/file\/NeurIPS-2021-mixture-weights-optimisation-for-alpha-divergence-variational-inference-Paper.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04083262\/file\/NeurIPS-2021-mixture-weights-optimisation-for-alpha-divergence-variational-inference-Paper.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04083262\/file\/NeurIPS-2021-mixture-weights-optimisation-for-alpha-divergence-variational-inference-Paper.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04083262v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2012<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Florian Maire, Randal Douc, Sidonie Lefebvre, \u00c9ric Moulines. An online learning algorithm for mixture models of deformable templates. <i>MLSP '12 : IEEE International Workshop on Machine Learning for Signal Processing<\/i>, Sep 2012, Santander, Spain. pp.1-6, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/MLSP.2012.6349725\">&#x27E8;10.1109\/MLSP.2012.6349725&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00839430v1\">&#x27E8;hal-00839430&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-00839430v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2011<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Cyrille Dubarry, Randal Douc. Improving particle approximations of the joint smoothing distribution with linear computational cost. <i>SSP 2011 : Statistical Signal Processing Workshop<\/i>, Jun 2011, Nice, France. pp.209 - 212, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/SSP.2011.5967661\">&#x27E8;10.1109\/SSP.2011.5967661&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01303713v1\">&#x27E8;hal-01303713&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01303713v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Florian Maire, Sidonie Lefebvre, \u00c9ric Moulines, Randal Douc. Aircraft classification with a low resolution infrared sensor. <i>SSP 2011 : Statistical Signal Processing Workshop<\/i>, Jun 2011, Nice, France. pp.761 - 764, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/SSP.2011.5967815\">&#x27E8;10.1109\/SSP.2011.5967815&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01303722v1\">&#x27E8;hal-01303722&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01303722v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2009<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Aur\u00e9lien Garivier, \u00c9ric Moulines, Jimmy Olsson. Approximation particulaire par FFBS de la loi de lissage pour des HMM dans des espaces d'\u00e9tats g\u00e9n\u00e9raux. <i>41\u00e8mes Journ\u00e9es de Statistique, SFdS, Bordeaux<\/i>, 2009, Bordeaux, France, France. <a target=\"_blank\" href=\"https:\/\/inria.hal.science\/inria-00386750v1\">&#x27E8;inria-00386750&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/inria.hal.science\/inria-00386750\/file\/p180.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/inria-00386750\/file\/p180.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/inria-00386750\/file\/p180.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/inria-00386750v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2005<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Olivier Capp\u00e9, Eric Moulines. Comparison of Resampling Schemes for Particle Filtering. 2005, pp.64-69. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00005883v1\">&#x27E8;hal-00005883&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00005883\/file\/dcm-ispa2005.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00005883\/file\/dcm-ispa2005.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00005883\/file\/dcm-ispa2005.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00005883v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>Chapitre d'ouvrage<\/p>\n<p class='SousRubrique'>2022<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, David Stoffer. 6 - AN INTRODUCTION TO STATE SPACE MODELS. <i>Statistics for astrophysics<\/i>, EDP Sciences, pp.215-258, 2022, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1051\/978-2-7598-2741-1.c011\">&#x27E8;10.1051\/978-2-7598-2741-1.c011&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/inria.hal.science\/hal-03921403v1\">&#x27E8;hal-03921403&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/inria.hal.science\/hal-03921403v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='SousRubrique'>2006<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Eric Moulines, Philippe Soulier. Subgeometric ergodicity of Markov chains. Patrice Bertail, Paul Doukhan, Philippe Soulier. <i>Dependence in probability and statistics<\/i>, Springer, pp.55--64, 2006, Lecture notes in statistics. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00154180v1\">&#x27E8;hal-00154180&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00154180\/file\/douc_moulines_soulier.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00154180\/file\/douc_moulines_soulier.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00154180\/file\/douc_moulines_soulier.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00154180v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>Ouvrages<\/p>\n<p class='SousRubrique'>2018<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Eric Moulines, Pierre Priouret, Philippe Soulier. Markov chains. Springer, pp.757, 2018, Operation research and financial engineering, Operation research and financial engineering, 978-3-319-97703-4. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-319-97704-1\">&#x27E8;10.1007\/978-3-319-97704-1&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-02022651v1\">&#x27E8;hal-02022651&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-02022651\/file\/bfm%253A978-3-319-97704-1%252F1.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-02022651\/file\/bfm%253A978-3-319-97704-1%252F1.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-02022651\/file\/bfm%253A978-3-319-97704-1%252F1.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-02022651v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2014<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, \u00c9ric Moulines, David Stoffer. Nonlinear time series : theory, methods and applications with R examples. Chapman et Hall - CRC Press, 2014, Texts in statistical science, Texts in statistical science, 978-1-466-50225-3. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-01263245v1\">&#x27E8;hal-01263245&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-01263245v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='Rubrique'>Proceedings\/Recueil des communications<\/p>\n<p class='SousRubrique'>2007<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Jimmy Olsson, Eric Moulines, Randal Douc. Improving the Performance of the Two-Stage Sampling Particle Filter: A Statistical Perspective. <i>2007 IEEE\/SP 14th Workshop on Statistical Signal Processing<\/i>, Aug 2007, Madison (US-WI), United States. IEEE, pp.284-288, 2007, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/SSP.2007.4301264\">&#x27E8;10.1109\/SSP.2007.4301264&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04081654v1\">&#x27E8;hal-04081654&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/hal.science\/hal-04081654v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/dd>\n<\/dl>\n<p class='Rubrique'>Rapport<\/p>\n<p class='SousRubrique'>2008<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Olivier Capp\u00e9, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert. Adaptive Importance Sampling in General Mixture Classes. [Research Report] RR-6332, INRIA. 2008. <a target=\"_blank\" href=\"https:\/\/inria.hal.science\/inria-00181474v4\">&#x27E8;inria-00181474v4&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/inria.hal.science\/inria-00181474\/file\/RR-6332.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/inria-00181474\/file\/RR-6332.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/inria-00181474\/file\/RR-6332.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/inria-00181474v4\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>Pr\u00e9-publication, Document de travail<\/p>\n<p class='SousRubrique'>2025<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Arnaud Doucet, Hugo Marival, Badr-Eddine Cherief-Abdellatif. On the Asymptotics of Importance Weighted Variational Inference. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04980745v1\">&#x27E8;hal-04980745&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/2501.08477\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2501.08477\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04980745v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2024<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Alain Durmus, Aur\u00e9lien Enfroy, Jimmy Olsson. Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm. 2024. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04396793v1\">&#x27E8;hal-04396793&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\">\n<a href=\"https:\/\/arxiv.org\/pdf\/2201.05002\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2201.05002\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04396793v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2023<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Sylvain Le Corff. Asymptotic convergence of iterative optimization algorithms. 2023. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04000741v1\">&#x27E8;hal-04000741&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-04000741\/file\/cdlc.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04000741\/file\/cdlc.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04000741\/file\/cdlc.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04000741v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2019<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Kam\u00e9lia Daudel, Randal Douc, Fran\u00e7ois Portier, Fran\u00e7ois Roueff. The $f$-divergence expectation iteration scheme. 2019. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-02298857v1\">&#x27E8;hal-02298857&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-02298857\/file\/ddpr2019.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-02298857\/file\/ddpr2019.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-02298857\/file\/ddpr2019.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-02298857v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2009<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Eric Moulines, Jimmy Olsson, Ramon van Handel. Consistency of the Maximum Likelihood Estimator for general hidden Markov models. 2009. <a target=\"_blank\" href=\"https:\/\/imt.hal.science\/hal-00442774v1\">&#x27E8;hal-00442774&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/imt.hal.science\/hal-00442774\/file\/dmrvh.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/imt.hal.science\/hal-00442774\/file\/dmrvh.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/imt.hal.science\/hal-00442774\/file\/dmrvh.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/imt.hal.science\/hal-00442774v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Aur\u00e9lien Garivier, \u00c9ric Moulines, Jimmy Olsson. On the Forward Filtering Backward Smoothing particle approximations of the smoothing distribution in general state spaces models. 2009. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00370685v1\">&#x27E8;hal-00370685&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00370685\/file\/dgarm.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00370685\/file\/dgarm.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00370685\/file\/dgarm.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00370685v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2007<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Eric Moulines, Jimmy Olsson. On the auxiliary particle filter. 2007. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00174161v1\">&#x27E8;hal-00174161&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00174161\/file\/APF.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00174161\/file\/APF.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00174161\/file\/APF.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00174161v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Eric Moulines, Ya'Acov Ritov. Forgetting of the initial condition for the filter in general state-space hidden Markov chain: a coupling approach. 2007. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00193309v1\">&#x27E8;hal-00193309&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00193309\/file\/hmmGSS1.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00193309\/file\/hmmGSS1.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00193309\/file\/hmmGSS1.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00193309v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2006<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc, Arnaud Guillin, \u00c9ric Moulines. Bounds on Regeneration Times and Limit Theorems for Subgeometric Markov Chains. 2006. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00016396v1\">&#x27E8;hal-00016396&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00016396\/file\/DoucGuillinMoulines.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00016396\/file\/DoucGuillinMoulines.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00016396\/file\/DoucGuillinMoulines.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00016396v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>2005<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">ref_biblio<\/dt><dd class=\"ValeurRes ref_biblio\">Randal Douc. Non singularity of the asymptotic Fisher information matrix in hidden Markov models. 2005. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-00014504v1\">&#x27E8;hal-00014504&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\">\n<a href=\"https:\/\/hal.science\/hal-00014504\/file\/douc.pdf\"  target=\"_blank\">\n<img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-00014504\/file\/douc.pdf\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-00014504\/file\/douc.pdf\" \/><\/a>\n<span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-00014504v1\/bibtex\" target=\"_self\">\n<img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.archives-ouvertes.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a>\n<\/span><\/dd>\n<\/dl>\n<\/div>\n<\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":4,"featured_media":4253,"parent":2438,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","footnotes":""},"class_list":["post-3592","page","type-page","status-publish","has-post-thumbnail","hentry","entry","has-media"],"_links":{"self":[{"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/pages\/3592","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/comments?post=3592"}],"version-history":[{"count":1,"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/pages\/3592\/revisions"}],"predecessor-version":[{"id":3593,"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/pages\/3592\/revisions\/3593"}],"up":[{"embeddable":true,"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/pages\/2438"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/media\/4253"}],"wp:attachment":[{"href":"https:\/\/samovar.telecom-sudparis.eu\/index.php\/wp-json\/wp\/v2\/media?parent=3592"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}