{"id":11,"date":"2016-11-08T11:17:32","date_gmt":"2016-11-08T10:17:32","guid":{"rendered":"https:\/\/blog.univ-angers.fr\/panloup\/?page_id=11"},"modified":"2026-04-01T14:48:20","modified_gmt":"2026-04-01T13:48:20","slug":"publications","status":"publish","type":"page","link":"https:\/\/blog.univ-angers.fr\/panloup\/?page_id=11","title":{"rendered":"Publications"},"content":{"rendered":"<p><strong>Preprints<\/strong> :<\/p>\n<p>. M. A. A. Assadeck and F. Panloup. <a href=\"https:\/\/www.arxiv.org\/abs\/2506.21087\">Quasi-Stationary Distributions of Interacting Dynamical Systems and their approximation<\/a>. Submitted.<\/p>\n<p>. P. Sobczyk, S. Wilczynski, M. Bogdan, P. Graczyk, J. Josse, F. Panloup, V. Seegers and M. Staniak. <a href=\"https:\/\/arxiv.org\/abs\/2011.06501\">VARCLUST: clustering variables using dimensionality reduction<\/a>. Submitted.<\/p>\n<p>. Gadat S., Panloup F. and Pellegrini C. <a href=\"https:\/\/blog.univ-angers.fr\/panloup\/files\/2016\/11\/GPP_2020_bayesian_cost.pdf\">On the cost of Bayesian posterior mean strategy for log-concave models<\/a>. Submitted<\/p>\n<p><strong>Accepted\/Published Papers:<\/strong><\/p>\n<p>. C. Amorino, E. Nualart, F. Panloup and J. Sieber. <a href=\"https:\/\/arxiv.org\/abs\/2408.15904\">Fast convergence rates for estimating the stationary density in SDEs driven by a fractional Brownian motion with semi-contractive drift<\/a>. <a href=\"https:\/\/imstat.org\/journals-and-publications\/annals-of-statistics\/\">Annals of Statistics<\/a>. To appear.<\/p>\n<p>. F. Panloup and J. Reygner. <a href=\"https:\/\/arxiv.org\/abs\/2308.16196\">Asymptotically unbiased approximation of the QSD of diffusion processes with a decreasing time step Euler scheme<\/a>. <a href=\"http:\/\/projecteuclid.org\/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.aoap\/1337347539\">Annals of Applied Probability, <\/a>Vol. 36(2), 1377-1415. 2026.<\/p>\n<p>. C. Cordier, P. J\u00e9z\u00e9quel, M. Campone, F. Panloup, A. Basseville. <a href=\"https:\/\/watermark.silverchair.com\/btaf310.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAA58wggObBgkqhkiG9w0BBwagggOMMIIDiAIBADCCA4EGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMIzv-YQD7arkPHjDjAgEQgIIDUh6rAt7YvvShRQLNtocQiM2E5CWqvaRdoog9Q7egP7lTC5a9D58LeUEBIrlK7n5JixFIgobvIm2OqHWqC8sEAL0Z775kY45H6GXKAanYcE8pY5Mqm38cKlhnt-dZKdyAmKMUJNYjkHyrY0iZGpMErtHftH-0hsuI1aEzPYOv9wV9pA8MGRYq06ZT7jFESN6VovtmGU2Y9xOeAHUByxwtADyW12n9VgbBY53whI3zqejz_S9f4yvTbqju-1qqZIuAX6PLQCmSPOK90RF8nvGxxNg7SaBUvYBGyj9XNHuTjU6Aud5cqkIAcgVAaypvpWpEqiTZ5BUR454ZxGU50p7sRP0LkJx14m17yMEGrG3xzIDATrZqAD_KtwsKkBsDM5S03vD4022D-aleCPSpb8n0UH4KIrVUzRlBtJCYP9aqz1AhwzAoPK4yrNsqHv5O61UmZv_6NovB9I_Kj_wUoZZ_z3YsQPGBT3Ppr6L9MuAc5hZsLQAXizQrba4NjvTh4UczMAbrR0LL1s2fJ8GDwyvqtazP1b-hR9LeXefbp_R10udtPKG25UnBtMuYddAQzGanhJA9vcvBS4Uyw6CU7Pa9_K5X43V8m5SYfbA8h1GuWpOn2_kZcEmG7AMAoSin4mfFTgFNP0hNdOPj1KTuGo1k8oGukaYfE74nqFMJXD8UZlU83Oox7pazqq7-blD_iSu5AHRla7YYrE9koYiZEDmLV79OugsGUQR06syNZH0Ff9hpj6pkUlrbdOOmiMjqI1SvTXgHlVZhFtEJOFv6jxT01JrKtrMD3_3YnyUtoXmFmw6UitJYTQcb1he5yLyDyieWTmEJQgrzkOOsd0kBJq2gGHxog1IZY00RQdp8WgBxIKphlH11mRMJHtB_P3q45nDSndnDlvkFN3a6jGDB_ViGSAP8Rkwad_G_kPPw3jwpwbRg8fgp0JmJ3orTqgsDpXTc76BzTl3yk2zqRCZRQL6bzH4WmMz1LMtQwBef8-RYmoL02nmADwfN1UFticCcSqQiOByfZ-7g2FSQgB0YRD2K5H3VUvk0ItwxF3QBxLg671bNYvC9mDJhq-prWPca-e1WAEG0rH0P3_Glgcuk3kRdEIUWzoNUhm53rzlzHdqK3hT9TJw\">HABiC: an algorithm based on the exact computation of the Kantorovich-Rubinstein optimizer for binary classification in transcriptomics<\/a>. <a href=\"https:\/\/academic.oup.com\/bioinformatics\/\">Bioinformatics<\/a>, Vol 41(6). 2025.<\/p>\n<p>. M. Egea and F. Panloup. Multilevel-Langevin pathwise average for Gibbs approximation. <a href=\"https:\/\/pubsonline.informs.org\/journal\/moor\">Mathematics of Operation Research<\/a>, Vol. 50<span title=\"Issue number\" data-testid=\"issue-number\">(1)<\/span><span title=\"Paging\" data-testid=\"issue-paging\">, 573\u2013605<\/span>. 2025. <a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-03345717\">Hal<\/a><\/p>\n<p>. X.M. Li, F. Panloup and J. Sieber. On the (Non-)Stationary Density of Fractional-Driven Stochastic Differential Equations. <a href=\"https:\/\/imstat.org\/journals-and-publications\/annals-of-probability\/\">Annals of Probability.<\/a> Vol 51(5), 2056-2085, 2023. <a href=\"https:\/\/arxiv.org\/abs\/2204.06329\">Arxiv<\/a><\/p>\n<p>. Gadat S. and Panloup F. Optimal non-asymptotic bound of the Ruppert-Polyak averaging without strong convexity. <a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0304414911001840\">Stochastic Processes and Applications<\/a>. 156, 2023. 312\u2013348. . <a href=\"https:\/\/arxiv.org\/abs\/1709.03342\">Arxiv<\/a><\/p>\n<p>. P. Bras, G. Pag\u00e8s and F. Panloup. Total variation convergence of the Euler-Maruyama scheme in small time with unbounded drift. <a href=\"https:\/\/projecteuclid.org\/journals\/electronic-journal-of-probability\/volume-27\/issue-none\/Total-variation-distance-between-two-diffusions-in-small-time-with\/10.1214\/22-EJP881.full\">Electronic Journal of Probability<\/a>, Vol. 27, 1-19. 2022. <a href=\"https:\/\/arxiv.org\/abs\/2111.09605\">Arxiv<\/a><\/p>\n<p>. G. Pag\u00e8s and F. Panloup. Unajusted Langevin algorithm with multiplicative noise:Total variation and Wasserstein bounds.<a href=\"https:\/\/mathscinet-ams-org.ezproxy.math.cnrs.fr\/mathscinet\/search\/journaldoc.html?id=4083\">\u00a0<\/a><a href=\"http:\/\/projecteuclid.org\/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.aoap\/1337347539\">Annals of Applied Probability<\/a>. <a href=\"https:\/\/mathscinet-ams-org.ezproxy.math.cnrs.fr\/mathscinet\/search\/publications.html?pg1=ISSI&amp;s1=466376\"> 33 <\/a><a href=\"https:\/\/mathscinet-ams-org.ezproxy.math.cnrs.fr\/mathscinet\/search\/publications.html?pg1=ISSI&amp;s1=466376\"> (2023), <\/a><a href=\"https:\/\/mathscinet-ams-org.ezproxy.math.cnrs.fr\/mathscinet\/search\/publications.html?pg1=ISSI&amp;s1=466376\"> no. 1,<\/a> 726\u2013779.. <a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-03082311\/document\">Hal<\/a><\/p>\n<p>. Bertin K., Klutchnikoff N., Panloup F., Varvenne M. Adaptive estimation of the stationary density of a stochastic differential equation driven by a fractional Brownian motion. <a href=\"https:\/\/www.springer.com\/journal\/11203\">Statistical Inference for Stochastic Processes<\/a>. Vol. 23. No 2. 271-300. 2020. <a href=\"https:\/\/hal.univ-angers.fr\/hal-02503902\">HAL<\/a><\/p>\n<p>. Panloup F. and Richard A. Sub-exponential convergence to equilibrium for Gaussian driven Stochastic Differential Equations with semi-contractive drift. <a href=\"https:\/\/projecteuclid.org\/euclid.ejp\">Electronic Journal of Probability<\/a>. Vol. 25. No. 62. 1-43. 2020 <a href=\"https:\/\/hal.inria.fr\/hal-01755497\/file\/Rate_fSDE_28_03_18_arXiv.pdf\">HAL<\/a><\/p>\n<p>. Panloup F., Tindel S. and Varvenne M. A General Drift Estimation Procedure for Stochastic Differential Equations with Additive Fractional Noise. <a href=\"https:\/\/projecteuclid.org\/euclid.ejs\/1582686016\">Electronic Journal of Statistics<\/a>.\u00a0 Vol. 14. No. 1. 1075-1136. 2020 <a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-02077420v1\">HAL<\/a><\/p>\n<p>. Pro\u00efa F., Panloup F., Trabelsi C. and Clotault J.\u00a0Probabilistic reconstruction of genealogies for polyploid plant species. Journal of Theoretical Biology 462. 537\u2013551. 2019.\u00a0<a href=\"https:\/\/blog.univ-angers.fr\/panloup\/files\/2016\/11\/PPTC_JTB.pdf\">pdf<\/a><\/p>\n<p>.\u00a0 Deya A., Panloup F. and Tindel S. Rate of convergence to equilibrium of fractional driven stochastic differential equations with rough multiplicative noise.\u00a0 <a title=\"Annals of Probability\" href=\"http:\/\/imstat.org\/aop\/\">Annals of Probability<\/a>. Volume 47. No. 1. 464\u2013518. 2019. <a title=\"pdf\" href=\"https:\/\/blog.univ-angers.fr\/panloup\/files\/2019\/01\/AOP1265.pdf\">pdf<\/a><\/p>\n<p>. Gadat S., Panloup F and\u00a0 Saadane S. Regret bounds for Narendra-Shapiro bandit algorithms.\u00a0 <a title=\"Stochastics\" href=\"http:\/\/www.tandfonline.com\/toc\/gssr20\/current\">Stochastics<\/a>. Volume 90. Issue 6. 886-926. 2018.\u00a0 <a href=\"http:\/\/arxiv.org\/abs\/1502.04874\">arXiv<\/a><\/p>\n<p>.\u00a0Gadat S., Panloup F and\u00a0 Saadane S. Stochastic Heavy Ball. <a title=\"Electronic Journal of Statistics\" href=\"https:\/\/projecteuclid.org\/euclid.ejs\">Electronic Journal of Statistics<\/a>.\u00a0 Vol. 12. Number 1. 461-529. 2018. \u00a0 <a href=\"https:\/\/arxiv.org\/pdf\/1609.04228.pdf\">arXiv<\/a><\/p>\n<p>. Bena\u00efm M., Cloez B. and Panloup F. <a href=\"https:\/\/blog.univ-angers.fr\/panloup\/files\/2018\/08\/AAP1360BCP.pdf\">Stochastic approximation of Quasi-Stationary Distributions on compact spaces and Applications.<\/a>\u00a0 <a href=\"http:\/\/projecteuclid.org\/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.aoap\/1337347539\">Annals of Applied Probability<\/a>.\u00a0 Vol. 28 (4), 2370\u20132416. 2018. <a href=\"https:\/\/blog.univ-angers.fr\/panloup\/files\/2018\/08\/AAP1360BCP.pdf\">File <\/a><\/p>\n<p>. Pag\u00e8s G. and Panloup F. Weighted Multilevel Langevin Ergodic Simulation of Invariant Measures.\u00a0 <a href=\"https:\/\/projecteuclid.org\/euclid.aoap\/1538985625\">Annals of Applied Probability<\/a>. Vol. 28. Number 6. 3358-3417. 2018. <a href=\"https:\/\/blog.univ-angers.fr\/panloup\/files\/2018\/10\/AAP1364.pdf\">File<\/a><\/p>\n<p><b>. Fontbona J. and Panloup F.\u00a0 <\/b>Ergodicity of SDEs driven by fractional Brownian motion with multiplicative noise.\u00a0 <a href=\"http:\/\/imstat.org\/aihp\/\">Annales de l\u2019Institut Henri Poincar\u00e9<\/a>. Volume 53, Number 2. 503-538. 2017. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00989414\">HAL<\/a><\/p>\n<p>.\u00a0 Gadat S., Miclo L. and Panloup F. A stochastic model for speculative bubbles.\u00a0 <a title=\"ALEA\" href=\"http:\/\/alea.impa.br\/english\/\">ALEA<\/a>. Volume XII. 491-532. 2015. <a href=\"http:\/\/arxiv.org\/pdf\/1309.6287v1.pdf\">arXiv<\/a><\/p>\n<p>.<b> Lemaire V., Pag\u00e8s G. and Panloup F. <\/b>Invariant distribution of duplicated diffusions and application to Richardson-Romberg extrapolation. <a href=\"http:\/\/imstat.org\/aihp\/\">Annales de l\u2019Institut Henri Poincar\u00e9 (B)<\/a>. 2015. Volume 51(4). 1562\u20131596.\u00a0 <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00785766\">HAL<\/a><\/p>\n<p>. Cohen S., Panloup F. and Tindel S. Approximation of stationary solutions to SDEs driven by multiplicative fractional noise.\u00a0 <a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0304414911001840\">Stochastic Processes and Applications<\/a>. Volume 124 (3). 2014. 1197-1225. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00754368\">HAL<\/a><\/p>\n<p>. Pag\u00e8s G. and Panloup F. A mixed-step algorithm for the approximation of the stationary regime of a diffusion.\u00a0 <a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0304414911001840\">Stochastic Processes and Applications<\/a>. Volume 124 (1). 2014. 522-565. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00756056\">HAL<\/a><\/p>\n<p>. Gadat S. and Panloup F. Long Time Behavior of and Stationary Regime of Memory Gradient Diffusions.\u00a0 <a href=\"http:\/\/imstat.org\/aihp\/\">Annales de l\u2019Institut Henri Poincar\u00e9 (B)<\/a>. Volume 50 (2). 2014. 564-601. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00757068\">HAL<\/a><\/p>\n<p>. Gadat S.,\u00a0 Panloup F. and Pellegrini C.\u00a0 Large Deviation Principle for invariant distributions of Memory Gradient Diffusions.\u00a0 <a href=\"http:\/\/ejp.ejpecp.org\/article\/view\/2031\">EJP<\/a>. Volume 18 (81). 2013. 1-34. <a href=\"http:\/\/hal-ups-tlse.archives-ouvertes.fr\/hal-00759188\">HAL<\/a><\/p>\n<p>. Pag\u00e8s G. and Panloup F. Ergodic Approximation of the distribution of a stationary diffusion: Rate of convergence.\u00a0 <a href=\"http:\/\/projecteuclid.org\/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.aoap\/1337347539\">Annals of Applied Probability<\/a>. Volume 22 (3). 2012. 1059-1100. <a href=\"http:\/\/hal.archives-ouvertes.fr\/docs\/00\/51\/27\/22\/PDF\/vitesse_fonct_diff_ergo.pdf\">HAL<\/a><\/p>\n<p>. Cohen S. and Panloup F. Approximation of Stationary Solutions of Gaussian Driven Stochastic Differential Equations. <a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0304414911001840\">Stochastic Processes and Applications<\/a>. 121 (12). 2011. 2776-2801. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00441180\/\">HAL<\/a><\/p>\n<p>. Alvarez A., Panloup F., Pontier M. and Savy N. Estimation of the instantaneous volatility.\u00a0 <a href=\"http:\/\/link.springer.com\/article\/10.1007%2Fs11203-011-9062-2\">Statistical Inference for Stochastic Processes<\/a>. Volume 15 (1) 2012. 27-59. <a href=\"http:\/\/arxiv.org\/abs\/0812.3538\">Arxiv<\/a><\/p>\n<p>. Panloup F. A connection between extreme value theory and long time Approximation of SDEs. <a href=\"http:\/\/www.sciencedirect.com\/science\/journal\/03044149\">Stochastic processes and their applications<\/a>. 19 (10). 2009. 3583-3607. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00338401\/\">HAL<\/a><\/p>\n<p>. Pag\u00e8s G. and Panloup F. Approximation of the distribution of a stationary Markov process with application to option pricing. <a href=\"http:\/\/projecteuclid.org\/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.bj\/1233669886\">Bernoulli<\/a>. 15 (1). 2009. 146-177. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00139496\/\">HAL<\/a><\/p>\n<p>. Panloup F. Computation of the invariant measure of a Levy driven SDE : Rate of convergence. <a href=\"http:\/\/www.math.univ-toulouse.fr\/%7Epanloup\/Recherche\/Computation%20of%20the%20invariant%20measure%20of%20a%20Levy%20driven%20SDE:%20Rate%20of%20convergence\">Stochastic processes and Applications<\/a>. 118 (8). 2008. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00111101\/\">HAL<\/a><\/p>\n<p>. Panloup F. Recursive computation of the invariant measure of a stochastic differential equation driven by a L\u00e9vy process. <a href=\"http:\/\/projecteuclid.org\/DPubS?service=UI&amp;version=1.0&amp;verb=Display&amp;handle=euclid.aoap\/1206018192\">Annals of Applied Probability<\/a>. 18 (2). 2008. <a href=\"http:\/\/hal.archives-ouvertes.fr\/hal-00009273\">HAL. <\/a><\/p>\n<p><strong>Proceedings<\/strong> :<\/p>\n<p>. Long time behavior of Markov processes and beyond.\u00a0With F. Bouguet, F. Malrieu, C. Poquet\u00a0and J. Reygnier. <a title=\"ESAIM:Proc. Surv.\" href=\"http:\/\/www.esaim-proc.org\/articles\/proc\/abs\/2015\/04\/contents\/contents.html\">ESAIM: Proc. and Surveys<\/a>. Journ\u00e9es MAS 2014. Vol 51. Oct. 2015.<\/p>\n<p>. Recent Advances in various fields of numerical probability.\u00a0With C.E. Br\u00e9hier, P.E. Chaudru de Raynal, V. Lemaire\u00a0and C. Rey. <a href=\"http:\/\/www.esaim-proc.org\/articles\/proc\/abs\/2015\/04\/contents\/contents.html\">ESAIM:Proc. and Surveys<\/a>. Journ\u00e9es MAS 2014. Vol 51. Oct. 2015.<\/p>\n<p><strong>Habilitation \u00e0 Diriger des Recherches\u00a0 <\/strong>(2014) :\u00a0 <a href=\"http:\/\/perso.math.univ-toulouse.fr\/panloup\/files\/2012\/04\/HDR_panloup.pdf\">Contributions \u00e0 l\u2019\u00e9tude en temps long de processus stochastiques<\/a>. Universit\u00e9 Toulouse III.<\/p>\n<p>Referees : Benjamin Jourdain, Denis Talay, Frederi Viens.<\/p>\n<p>Board : Fabrice Baudoin, Patrick Cattiaux, Serge Cohen, Benjamin Jourdain, Denis Talay, Gilles Pag\u00e8s.<\/p>\n<p><strong>Th\u00e8se<\/strong> (2006) : <a href=\"http:\/\/www.math.univ-toulouse.fr\/%7Epanloup\/Recherche\/these_panloup.pdf\">Approximation du r\u00e9gime stationnaire d\u2019une EDS avec sauts\u00a0\u00bb<\/a>. Universit\u00e9 Paris VI.<\/p>\n<p>Supervisor : Gilles Pag\u00e8s. Jury : Serge Cohen (Referee), Jean Jacod, Damien Lamberton, Gilles Pag\u00e8s, Etienne Pardoux (Referee), Denis Talay.<\/p>\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Preprints : . M. A. A. Assadeck and F. Panloup. Quasi-Stationary Distributions of Interacting Dynamical Systems and their approximation. Submitted. . P. Sobczyk, S. Wilczynski, M. Bogdan, P. Graczyk, J. Josse, F. Panloup, V. Seegers and M. Staniak. VARCLUST: clustering &hellip; <a href=\"https:\/\/blog.univ-angers.fr\/panloup\/?page_id=11\">Continuer la lecture <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":47750,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-11","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=\/wp\/v2\/pages\/11","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=\/wp\/v2\/users\/47750"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11"}],"version-history":[{"count":16,"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=\/wp\/v2\/pages\/11\/revisions"}],"predecessor-version":[{"id":125,"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=\/wp\/v2\/pages\/11\/revisions\/125"}],"wp:attachment":[{"href":"https:\/\/blog.univ-angers.fr\/panloup\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}