Current teams :	ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MLIA MOCAH MoVe NPA PEQUAN Phare PolSys QI RO SMA SYEL Whisper
Former teams :	SALSA SPIRAL AnimatLab MALIRE SPI REGAL
Former research topics :	ANP APA ASIM CALFOR OASIS RP SPI SRC SYSDEF

• DIAS Charles-Emmanuel : “Expliciter le filtrage collaboratif par le traitement automatique des langues”, supervision Patrick GALLINARI, defence 12/10/2019.
• LAMPLE Guillaume : “Unsupervised Machine Translation”, supervision Ludovic DENOYER, defence 10/17/2019.
• ZABLOCKI Eloi : “Multimodal machine learning: complementarity of textual and visual contexts”, supervision Patrick GALLINARI, Benjamin PIWOWARSKI, Laure SOULIER, defence 10/14/2019.
• MEHR Eloi : “Unsupervised Learning of 3D Shape Spaces for 3D Modeling”, supervision Matthieu CORD, defence 10/10/2019.
• ROBERT Thomas : “Improving ConvNets Latent Representations for Visual Understanding”, supervision Matthieu CORD, defence 10/03/2019.
• TONNELIER Emeric : “Apprentissage de représentations pour les traces de mobilité”, supervision Patrick GALLINARI, defence 07/11/2019.
• BEN YOUNES Hedi : “Multi-modal representation learning towards visual reasoning”, supervision Matthieu CORD, defence 05/20/2019.
• LÉON Aurélia : “Budgeted sequential learning for extreme classification and for the discovery of hierarchy in reinforcement learning”, supervision Ludovic DENOYER, defence 05/10/2019.
• CARVALHO Micael : “Deep Representation Spaces”, supervision Matthieu CORD, defence 12/11/2018.
• MORDAN Taylor : “Apprentissage d'architectures profondes pour la détection et la reconnaissance de cibles en imagerie optronique”, supervision Matthieu CORD, defence 11/20/2018.
• BLOT Michaël : “Problématiques de modélisation et d'apprentissage par des architectures profondes en vision par ordinateur”, supervision Matthieu CORD, defence 11/19/2018.
• ZHENG Wenjie : “A Distributed Frank–Wolfe Framework for Trace Norm Minimization via the Bulk Synchronous Parallel Model”, supervision Patrick GALLINARI, defence 06/13/2018.
• DOS SANTOS Ludovic : “Representation Learning for Relational Data”, supervision Patrick GALLINARI, defence 12/13/2017.
• GUARDIA SEBAOUN Elie : “Personnalized access to information : taking the user's dynamic into account”, supervision Patrick GALLINARI, defence 11/27/2017.
• ZIAT Ali : “Apprentissage de représentation pour la prédiction et la classification de séries temporelles”, supervision Ludovic DENOYER, defence 10/16/2017.
• WANG Xin : “Gaze-Based Weakly Supervised Localization for Image Classification: Application to Visual Recognition in a Food Dataset”, supervision Matthieu CORD, defence 09/29/2017.
• DURAND Thibaut : “Weakly Supervised Learning for Visual Recognition”, supervision Matthieu CORD, defence 09/20/2017.
• CONTARDO Gabriella : “Machine learning under budget constraints”, supervision Ludovic DENOYER, defence 07/10/2017.
• GISSELBRECHT Thibault : “Bandit algorithms for real time data capture on social media”, supervision Patrick GALLINARI, defence 03/24/2017.
• CHEVALIER Marion : “Détection et reconnaissance de cibles en imagerie optronique”, supervision Matthieu CORD, defence 12/02/2016.
• BOURIGAULT Simon : “Apprentissage de la dynamique de propagation d'info dans les réseaux sociaux”, supervision Patrick GALLINARI, defence 11/10/2016.
• PUGET Raphaël : “Etude de la classification dans un très grand nombre de catégories”, supervision Patrick GALLINARI, defence 07/04/2016.
• GAUTHIER Luc-Aurélien : “Inference of signed links in social networks, by learning from user interactions”, supervision Patrick GALLINARI, defence 12/02/2015.
• LE BARZ Cédric : “Visual autonomous navigation for small unmanned aerial vehicles”, supervision Matthieu CORD, defence 06/30/2015.
• MAAG Maria : “Automatic Learning of Anonymization Functions for Graphs and Dynamic Graphs”, supervision Patrick GALLINARI, defence 04/08/2015.
• POUSSEVIN Mickaël : “Representation Learning of User-generated Data”, supervision Patrick GALLINARI, defence 01/21/2015.
• LAW Marc : “Distance metric learning for image and webpage comparison”, supervision Matthieu CORD, defence 01/20/2015.
• RADENEN Mathieu : “Markovian Contextual Models”, supervision Thierry ARTIÈRES, defence 09/30/2014.
• CISSE Mouhamadou Moustapha : “Efficient Extreme Classification”, supervision Thierry ARTIÈRES, defence 07/25/2014.
• DULAC-ARNOLD Gabriel : “A General Sequential Model for Constrained Classification”, supervision Patrick GALLINARI, defence 02/07/2014.
• RAFRAFI Abdelhalim : “Sentiment classification on the Web 2.0”, supervision Patrick GALLINARI, defence 12/20/2013.
• VINEL Antoine : “Conditional Random Fields for sequence labeling”, supervision Thierry ARTIÈRES, defence 12/02/2013.
• PRADEL Bruno : “Offline Evaluation of recommender systems”, supervision Patrick GALLINARI, defence 10/02/2013.
• PITZALIS Denis : “3D and semantic web: new tools to document artifacts and to explore cultural heritage collections”, supervision Matthieu CORD, defence 09/30/2013.
• FAKERI TABRIZI Ali : “Semi-supervised Multi-view Learning: An Application to Image Annotation and Multi-lingual Document Classification”, supervision Patrick GALLINARI, defence 09/30/2013.
• JACOB Yann : “Classification in heterogeneous and multi-relational graphs: application to social networks”, supervision Patrick GALLINARI, defence 09/20/2013.
• CALAUZENES Clément : “On the Consistency of Convex Surrogate Formulations for Ranking”, supervision Patrick GALLINARI, defence 07/19/2013.
• GOH Hanlin : “Learning Deep Visual Representations”, supervision Matthieu CORD, defence 07/12/2013.
• SOULLARD Yann : “Statistical learning for classification and detection of chart patterns”, supervision Thierry ARTIÈRES, defence 07/09/2013.
• AVILA Sandra : “Extended Bag-of-Words Formalism for Image Classification”, supervision Matthieu CORD, defence 06/14/2013.
• BUFFONI David : “Learning-to-Rank consistent surrogates for Information Retrieval tasks”, supervision Patrick GALLINARI, defence 10/04/2012.