{"id":55,"date":"2013-07-14T16:17:56","date_gmt":"2013-07-14T16:17:56","guid":{"rendered":"http:\/\/people.irisa.fr\/Remi.Gribonval\/?page_id=55"},"modified":"2026-03-10T08:00:01","modified_gmt":"2026-03-10T08:00:01","slug":"ph-d-students","status":"publish","type":"page","link":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/ph-d-students\/","title":{"rendered":"Ph.D. students &#038; Postdocs"},"content":{"rendered":"<h4>Ph.D. students (current and past)<\/h4>\n<ul>\n<li><a href=\"https:\/\/maelchaumette.github.io\/\">Ma\u00ebl Chaumette<\/a>, <em>Invariances, sparsity and quantization for frugal large-scale learning (since 2024)<\/em><\/li>\n<li><a href=\"https:\/\/artim436.github.io\/\">Arthur Lebeurrier,\u00a0<\/a> <em>Neural network compression for optimized on-board decision-making (since 2024)<\/em><\/li>\n<li><a href=\"https:\/\/annegnx.github.io\/\">Anne Gagneux<\/a>, <em>Properties of proximal operators-learning neural networks<\/em> (since 2023)<\/li>\n<li><a href=\"https:\/\/github.com\/sibyllema\/\">Sibylle Marcotte<\/a>, <em>Geometry of the training dynamics of deep neural networks: conservation laws and intrinsic dynamics<\/em> (2022-2025)<\/li>\n<li><a href=\"https:\/\/agonon.github.io\/\">Antoine Gonon<\/a>, <a href=\"https:\/\/theses.hal.science\/tel-04784426\"><em>Harnessing symmetries for modern deep learning challenges : a path-lifting perspective<\/em><\/a> (2021-2024)<\/li>\n<li><a href=\"https:\/\/leonzheng2.github.io\/\">L\u00e9on Zheng<\/a>, <em><a href=\"https:\/\/theses.hal.science\/tel-04680306\">Data frugality and computational efficiency in deep learning<\/a>\u00a0<\/em>(2021-2024)<\/li>\n<li><a href=\"https:\/\/tung-qle.github.io\/\">Tung Le-Quoc<\/a>, <a href=\"https:\/\/theses.hal.science\/tel-04329531\"><em> Algorithmic and theoretical aspects of sparse deep neural networks<\/em><\/a> (2020-2023)<\/li>\n<li><a href=\"https:\/\/clemlal.github.io\/\">Cl\u00e9ment Lalanne<\/a>, <a href=\"https:\/\/theses.hal.science\/tel-04379624\"><em>On the tradeoffs of statistical learning with privacy<\/em><\/a> (2020-2023)<\/li>\n<li><a href=\" https:=\">Pierre Stock<\/a>,\u00a0<a href=\"https:\/\/theses.hal.science\/tel-03208517\"><em>Efficiency and Redundancy in Deep Learning Models: Theoretical Considerations and<br \/>\nPractical Applications <\/em><\/a>(2018-2021)<\/li>\n<li>Mohammed Hafsati, <a href=\"https:\/\/theses.hal.science\/tel-03689894\"><em>Higher Order Ambisonics sound scenes decomposition for six degree of freedom navigation<\/em> <\/a>(since 2016, defense in December 2020)<\/li>\n<li><a href=\"http:\/\/people.irisa.fr\/Antoine.Chatalic\/\">Antoine Chatalic<\/a>, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-03023287\"><em>Efficient and Privacy-Preserving Compressive Learning<\/em><\/a> (2017-2020)<\/li>\n<li><a href=\"https:\/\/scholar.google.com\/citations?user=YgcZQpgAAAAJ&amp;hl=fr\">C\u00e1ssio Fraga Dantas<\/a>, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-02494569\/\"><em>Accelerating sparse inverse problems using structured approximations <\/em><\/a>(2016-2019)<\/li>\n<li><a href=\"https:\/\/gaultier.io\/\">Cl\u00e9ment Gaultier<\/a>, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-02148598\"><em>Design and evaluation of sparse models and algorithms for audio inverse problems <\/em><\/a>(2015-2019)<em><br \/>\n<\/em><\/li>\n<li><a href=\"https:\/\/himalayajain.github.io\/\">Himalaya Jain<\/a>, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-01889405\/\"><em>Learning compact representations for large scale image search<\/em><\/a> (2014-2018)<\/li>\n<li><a href=\"https:\/\/nkeriven.github.io\/\">Nicolas Keriven<\/a>, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-01620815\/\"><em>Sketching for Large-Scale Learning of Mixture Models <\/em><\/a> (2014-2017)<\/li>\n<li><a href=\"http:\/\/scholar.google.fr\/citations?user=0feMt4wAAAAJ&amp;hl=fr\">Luc Le Magoarou<\/a>, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-01412558\"><em>Efficient matrices for signal processing and machine learning<\/em><\/a> (2013-2016)<\/li>\n<li><a href=\"http:\/\/www.ietr.fr\/spip.php?auteur921\">Marwa Chafii<\/a>, <a href=\"https:\/\/hal.archives-ouvertes.fr\/tel-01399509\"><em>Study of a new multicarrier waveform with reduced PAPR<\/em><\/a> (2013-2016)<\/li>\n<li><a href=\"http:\/\/people.rennes.inria.fr\/Srdan.Kitic\/\">Srdan Kitic<\/a>,\u00a0<a href=\"https:\/\/hal.archives-ouvertes.fr\/tel-01237323v3\"><em>Cosparse regularization of physics-driven inverse problems<\/em><\/a> (2012-2015)<\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/members\/bourrier\/\" target=\"_self\" rel=\"noopener noreferrer\">Anthony Bourrier<\/a>, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-01023030v2\"><i>Compressed sensing for large-scale multimedia indexing<\/i><\/a> (2011-2014)<\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/members\/abenicho\/\" target=\"_self\" rel=\"noopener noreferrer\">Alexis Benichoux<\/a> <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00992221\"><i>Algorithms for large-scale echoic blind source separation<\/i><\/a> (2010-2013)<\/li>\n<li><a href=\"http:\/\/hil.t.u-tokyo.ac.jp\/%7Eitou\/index-e.html\" target=\"_self\" rel=\"noopener noreferrer\">Nobutaka Ito<\/a> <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00691931\"><i>Robust microphone array signal processing against diffuse noise<\/i><\/a> (2009-2012)<\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/members\/qduong\/index_html-en\/\" target=\"_self\" rel=\"noopener noreferrer\">Ngoc Duong<\/a>\u00a0 <i>2011 <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00667117\">Full rank Gaussian modeling of convolutive audio mixtures applied to source separation<\/a><\/i><\/li>\n<li><a href=\"http:\/\/psudhaka.github.io\/\" target=\"_self\" rel=\"noopener noreferrer\">Prasad Sudhakar<\/a> 2011, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00586610\"><i>Sparse models and convex optimisation for convolutive blind source separation<\/i><\/a><\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/members\/boris_mailhe\/\" target=\"_self\" rel=\"noopener noreferrer\">Boris Mailh\u00e9<\/a>,\u00a0\u00a0\u00a0 2009, <i><a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00512559\">Joint sparse modeling of multichannel signals<\/a>. <\/i><\/li>\n<li><a href=\"http:\/\/simon.arberet.googlepages.com\/\" target=\"_self\" rel=\"noopener noreferrer\">Simon Arberet<\/a>, 2008, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00564052v2\"><i>Robust estimation and blind learning of models for audio source separation<\/i><\/a>.<\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/members\/sylvain_lesage\/\" target=\"_self\" rel=\"noopener noreferrer\">Sylvain Lesage<\/a>, 2007, <a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00564061\"><i>Adaptive representations for signal description, separation and classification<\/i><\/a>.<\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/ozerov\/\" target=\"_self\" rel=\"noopener noreferrer\">Alexey Ozerov<\/a>, 2006, <i><a href=\"https:\/\/tel.archives-ouvertes.fr\/tel-00564866\">Statistical model adaptation for single-channel source separation. Application to the separation of voice from music in popular songs<\/a>. <\/i><\/li>\n<\/ul>\n<h4>Postdocs (current and past)<\/h4>\n<ul>\n<li><a href=\"https:\/\/eloitanguy.github.io\/\">Eloi Tanguy,<\/a> 2026-<\/li>\n<li><a href=\"https:\/\/mywebpage-public-f1a2e3.gitlab.io\/\">Manon Verbockhaven<\/a>, 2025-<\/li>\n<li><a href=\"https:\/\/hugolebeau.github.io\/\">Hugo Lebeau,<\/a> 2025-<\/li>\n<li><a href=\"https:\/\/elasalle.github.io\/\">Etienne Lasalle<\/a>, 2023-2025<\/li>\n<li><a href=\"https:\/\/perso.ens-lyon.fr\/clara.lage\/\">Clara Lage<\/a>, 2022-<\/li>\n<li>R\u00e9mi Vaudaine, 2022-<\/li>\n<li><a href=\"https:\/\/ayoubbelhadji.github.io\/\">Ayoub Belhadji<\/a>, 2020-2023<\/li>\n<li><a href=\"https:\/\/pageperso.lis-lab.fr\/luc.giffon\/\">Luc Giffon<\/a>, 2021-2022<\/li>\n<li><a href=\"https:\/\/tvayer.github.io\/\">Titouan Vayer<\/a>, 2020-2022<\/li>\n<li><a href=\"https:\/\/schellekensv.github.io\/\">Vincent Schellekens<\/a>, 2020<\/li>\n<li><a href=\"http:\/\/c-elvira.github.io\/\">Cl\u00e9ment Elvira<\/a>, 2017-2020<\/li>\n<li><a href=\"https:\/\/claire-cury.frama.site\/\">Claire Cury<\/a>, 2017-2019<\/li>\n<li><a href=\"http:\/\/yanntraonmilin.wordpress.com\/\">Yann Traonmillin<\/a>, 2014-2017<\/li>\n<li><a href=\"https:\/\/team.inria.fr\/visages\/team-members\/saman-noorzadeh\/\">Saman Noorzadeh<\/a>, 2015-2017<\/li>\n<li><a href=\"http:\/\/www.gipsa-lab.fr\/~nicolas.tremblay\/\">Nicolas Tremblay<\/a>, 2015-2016<\/li>\n<li><a href=\"https:\/\/sites.google.com\/site\/puygilles\/\">Gilles Puy<\/a>, 2014-2016<\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/members\/bourrier\/\">Anthony Bourrier<\/a>, 2014<\/li>\n<li><a href=\"http:\/\/www-ljk.imag.fr\/membres\/Thomas.Oberlin\/\">Thomas Oberlin<\/a>, 2014<\/li>\n<li><a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~pierre.machart\">Pierre Machart<\/a>, 2013-2014<\/li>\n<li><a href=\"http:\/\/people.rennes.inria.fr\/Cagdas.Bilen\/\">Cagdas Bilen<\/a>, 2013-2014<\/li>\n<li><a href=\"https:\/\/sites.google.com\/site\/link2yulei\/\">Lei Yu<\/a>, 2011-2013<\/li>\n<li>Sangnam Nam, 2009-2012<\/li>\n<li><a href=\"http:\/\/users.ics.forth.gr\/~nstefana\/\">Nikolaos Stefanakis<\/a>, 2010-2011<\/li>\n<li><a href=\"http:\/\/www.irisa.fr\/metiss\/members\/nbertin\">Nancy Bertin<\/a>, 2009-2010<\/li>\n<li><a href=\"http:\/\/pageperso.lif.univ-mrs.fr\/~valentin.emiya\/\">Valentin Emiya<\/a>, 2008-2011<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Ph.D. students (current and past) Ma\u00ebl Chaumette, Invariances, sparsity and quantization for frugal large-scale learning (since 2024) Arthur Lebeurrier,\u00a0 Neural network compression for optimized on-board decision-making (since 2024) Anne Gagneux, Properties of proximal operators-learning neural networks (since 2023) Sibylle Marcotte, Geometry of the training dynamics of deep neural networks: conservation laws and intrinsic dynamics (2022-2025) &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/ph-d-students\/\">Continue reading<\/a><\/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-55","page","type-page","status-publish","hentry","nodate","item-wrap"],"_links":{"self":[{"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/pages\/55","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/comments?post=55"}],"version-history":[{"count":39,"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/pages\/55\/revisions"}],"predecessor-version":[{"id":851,"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/pages\/55\/revisions\/851"}],"wp:attachment":[{"href":"https:\/\/perso.ens-lyon.fr\/remi.gribonval\/wp-json\/wp\/v2\/media?parent=55"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}