{"id":48,"date":"2012-04-16T11:45:03","date_gmt":"2012-04-16T10:45:03","guid":{"rendered":"http:\/\/pageperso.math.univ-toulouse.fr\/reference\/?page_id=48"},"modified":"2021-05-18T08:02:30","modified_gmt":"2021-05-18T07:02:30","slug":"publications","status":"publish","type":"page","link":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p style=\"text-align: center\"><strong>Preprints<\/strong><\/p>\n<ul>\n<li>Gadat, S. &amp; Panloup, F. &amp; Pellegrini, C. On the cost of Bayesian posterior mean strategy for log-concave models (2020).<\/li>\n<li>Gadat, S. &amp; Gavra, I. Asymptotic study of stochastic adaptive algorithm in non-convex landscape (2020).<\/li>\n<li>Aujol, J.F. &amp; Dossal, C. &amp; Rondepierre, A. Convergence rates of the Heavy-Ball methods with Lojasiewicz property, (2020).<\/li>\n<li>Aujol, J.F. &amp; Dossal, C. &amp; Rondepierre, A. Convergence rates of the Heavy-Ball methods for quasi-strongly convex optimization, (2020).<\/li>\n<li>\n<div>Serrurier, M. &amp; Mamalet, F. &amp;\u00a0 Gonz\u00e1lez-Sanz, A. &amp; Boissin, T. &amp; Loubes, J-M. &amp; del Barrio, E. Achieving robustness in classification using optimal transport with hinge regularization, (2020).<\/div>\n<\/li>\n<li>Bolte, J. &amp;\u00a0 Glaudin, L. &amp; Pauwels, E.&amp; Serrurier, M.\u00a0A H\u00f6lderian backtracking method for min-max and min-min problems, (2020).<\/li>\n<\/ul>\n<p style=\"text-align: center\"><strong>Publication lists<\/strong><\/p>\n<p style=\"text-align: center\"><strong>2021<\/strong><\/p>\n<ul>\n<li class=\"western\">Fort, G. &amp; Gach, P. &amp; Moulines, E. &amp; Fast Incremental Expectation Maximization for finite-sum optimization: nonasymptotic convergence, 2021. <strong>Statistics and Computing<\/strong>.<\/li>\n<li class=\"western\">Dragomir, R. &amp; d&#8217;Aspremont, A. &amp; Bolte, J. Quartic first-Order methods for low rank minimization. <strong>Journal of\u00a0Optimization Theory\u00a0and Applications<\/strong>, 2021.<\/li>\n<li class=\"western\">Dragomir, R. &amp; Taylor, A. &amp; d&#8217;Aspremont, A. &amp; Bolte, J. Optimal Complexity and Certification of Bregman First-Order\u00a0Methods.<strong> Mathematical Programming<\/strong>, 2021<\/li>\n<li class=\"western\"><span lang=\"fr-FR\"><span style=\"text-decoration: underline\">Bercu, B.<\/span> &amp; <span style=\"text-decoration: underline\">Bigot, J.<\/span> Asymptotic distribution and convergence rates of stochastic algorithms for entropic optimal transportation between probability measures, <strong>Annals of Statistics<\/strong>, 2021.<br \/>\n<\/span><\/li>\n<li class=\"western\">Marx, S. &amp; Pauwels, E.\u00a0 &amp; Weisser, T.\u00a0 &amp; Henrion,\u00a0D. &amp; Lasserre, J. B.. Semi-algebraic approximation using Christoffel-Darboux kernel. <strong>Constructive Approximation<\/strong> (2021).<\/li>\n<\/ul>\n<p style=\"text-align: center\"><strong>2020<\/strong><\/p>\n<ul>\n<li class=\"western\"><span style=\"text-decoration: underline\">Renault, J.<\/span> &amp; Ziliotto, B. Limit equilibrium payoffs in stochastic games, <strong>Mathematics of Operation Research<\/strong> &#8211; 45(3), 2020.<\/li>\n<li class=\"western\">Bolte, J. &amp; Pauwels, E. A mathematical model for automatic differentiation in machine learning,<strong> Advances in Neural\u00a0Information\u00a0Processing Systems<\/strong> , 2020, Spotlight Presentation.<\/li>\n<li class=\"western\">Chen, T. &amp; Lasserre, J.B. &amp; Magron, V. &amp; Pauwels, E. Semialgebraic optimization for Lipschitz constants of ReLU networks. <strong>Advances in Neural Information Processing Systems<\/strong> (2020).<\/li>\n<li class=\"western\">Pauwels, E. &amp; Putinar, M. &amp; Lasserre, J.B. Data analysis from empirical moments and the Christoffel function. <strong>Foundations of Computational Mathematics<\/strong> (2020).<\/li>\n<li class=\"western\">Buckdhan, R. &amp; <span style=\"text-decoration: underline\">Renault, J.<\/span> &amp; Quincampoix, M. Representation formulas for limit values of long run stochastic optimal controls. <strong>Siam Journal on Control and Optimization<\/strong> &#8211; 58(4), 2020.<\/li>\n<li class=\"western\">Laraki, R. &amp; <span style=\"text-decoration: underline\">Renault, J.<\/span> Acyclic gambling games, <strong>Mathematics of Operation Research<\/strong> &#8211; 45(4), 2020.<\/li>\n<li class=\"western\">Renault, J. &amp; Ziliotto, B. Hidden stochastic games and limit equilibrium, <strong>Games and Economics Behavior <\/strong>&#8211; (124), 2020.<\/li>\n<li class=\"western\">De Castro, Y. &amp; Gadat, S. &amp; Marteau, C. &amp; Maugis, C. SuperMix: Sparse regularization for mixture,<strong> Annals of Statistics<\/strong>, 2020.<\/li>\n<li class=\"western\">Sebbouh, O. &amp; Dossal, C. &amp; Rondepierre, A. Convergence rates of damped inertial dynamics under geometric conditions, <strong>SIAM Journal on Optimization <\/strong>&#8211; 30(3), 2020.<\/li>\n<li class=\"western\">Bolte, J. &amp; Pauwels, E. Conservative set valued fields, automatic differentiation, stochastic gradient method and deep\u00a0learning.\u00a0<strong>Mathematical Programming<\/strong>,\u00a0 2020.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Preprints Gadat, S. &amp; Panloup, F. &amp; Pellegrini, C. On the cost of Bayesian posterior mean strategy for log-concave models (2020). Gadat, S. &amp; Gavra, I. Asymptotic study of stochastic adaptive algorithm in non-convex landscape (2020). Aujol, J.F. &amp; Dossal, C. &amp; Rondepierre, A. Convergence rates of the Heavy-Ball methods with Lojasiewicz property, (2020). Aujol, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-48","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/pages\/48","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/comments?post=48"}],"version-history":[{"count":15,"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/pages\/48\/revisions"}],"predecessor-version":[{"id":170,"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/pages\/48\/revisions\/170"}],"wp:attachment":[{"href":"https:\/\/perso.math.univ-toulouse.fr\/masdol\/wp-json\/wp\/v2\/media?parent=48"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}