Ludovic Denoyer

163 papers A* 12A 11B 12C 4Misc 1Journal 66Unranked 54

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Efficient Active Imitation Learning with Random Network Distillation. ICLR Emilien Biré, Anthony Kobanda, Ludovic Denoyer, Rémy Portelas
2025	B	`conf`	Navigation With QPHIL: Quantizing Planner for Hierarchical Implicit Q-Learning. IJCNN Alexi Canesse, Mathieu Petitbois, Ludovic Denoyer, Sylvain Lamprier, Rémy Portelas
2025	J	`jnl`	Offline Learning of Controllable Diverse Behaviors. CoRR Mathieu Petitbois, Rémy Portelas, Sylvain Lamprier, Ludovic Denoyer
2025	J	`jnl`	Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights. CoRR Mathieu Andreux, Breno Baldas Skuk, Hamza Benchekroun, Emilien Biré, Antoine Bonnet, Riaz Bordie, Nathan Bout, Matthias Brunel, Pierre-Louis Cedoz, Antoine Chassang, Mickaël Chen, Alexandra D. Constantinou, Antoine d'Andigné, Hubert de La Jonquière, Aurélien Delfosse, Ludovic Denoyer, Alexis Deprez, Augustin Derupti, Michael Eickenberg, Mathïs Federico, Charles Kantor, Xavier Koegler, Yann Labbé, Matthew C. H. Lee, Erwan Le Jumeau de Kergaradec, Amir Mahla, Avshalom Manevich, Adrien Maret, Charles Masson, Rafaël Maurin, Arturo Mena, Philippe Modard, Axel Moyal, Axel Nguyen Kerbel, Julien Revelle, Mats L. Richter, María Santos, Laurent Sifre, Maxime Theillard, Marc Thibault, Louis Thiry, Léo Tronchon, Nicolas Usunier, Tony Wu
2024	J	`jnl`	Efficient Active Imitation Learning with Random Network Distillation. CoRR Emilien Biré, Anthony Kobanda, Ludovic Denoyer, Rémy Portelas
2024	J	`jnl`	Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning. CoRR Anthony Kobanda, Rémy Portelas, Odalric-Ambrym Maillard, Ludovic Denoyer
2024	J	`jnl`	Navigation with QPHIL: Quantizing Planner for Hierarchical Implicit Q-Learning. CoRR Alexi Canesse, Mathieu Petitbois, Ludovic Denoyer, Sylvain Lamprier, Rémy Portelas
2023	A*	`conf`	Building a Subspace of Policies for Scalable Continual Learning. ICLR Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
2023	C	`conf`	Learning Computational Efficient Bots with Costly Features. CoG Anthony Kobanda, Valliappan C. A., Joshua Romoff, Ludovic Denoyer
2023	J	`jnl`	Learning Computational Efficient Bots with Costly Features. CoRR Anthony Kobanda, Valliappan C. A., Joshua Romoff, Ludovic Denoyer
2023	C	`conf`	Policy Diversity for Cooperative Agents. CoG Mingxi Tan, Andong Tian, Ludovic Denoyer
2023	J	`jnl`	Policy Diversity for Cooperative Agents. CoRR Mingxi Tan, Andong Tian, Ludovic Denoyer
2022	J	`jnl`	Building a Subspace of Policies for Scalable Continual Learning. CoRR Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
2022	A	`conf`	Can I see an Example? Active Learning the Long Tail of Attributes and Relations. BMVC Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
2022	J	`jnl`	Can I see an Example? Active Learning the Long Tail of Attributes and Relations. CoRR Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
2022	A*	`conf`	Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching. ICLR Pierre-Alexandre Kamienny, Jean Tarbouriech, Sylvain Lamprier, Alessandro Lazaric, Ludovic Denoyer
2022	—	`conf`	Interactive Query Clarification and Refinement via User Simulation - Abstract. CIRCLE Pierre Erbacher, Ludovic Denoyer, Laure Soulier
2022	A*	`conf`	Interactive Query Clarification and Refinement via User Simulation. SIGIR Pierre Erbacher, Ludovic Denoyer, Laure Soulier
2022	J	`jnl`	Interactive Query Clarification and Refinement via User Simulation. CoRR Pierre Erbacher, Ludovic Denoyer, Laure Soulier
2022	A*	`conf`	Learning a subspace of policies for online adaptation in Reinforcement Learning. ICLR Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
2022	—	`conf`	On Anytime Learning at Macroscale. CoLLAs Lucas Caccia, Jing Xu, Myle Ott, Marc'Aurelio Ranzato, Ludovic Denoyer
2022	C	`conf`	Regularized Soft Actor-Critic for Behavior Transfer Learning. CoG Mingxi Tan, Andong Tian, Ludovic Denoyer
2022	J	`jnl`	Regularized Soft Actor-Critic for Behavior Transfer Learning. CoRR Mingxi Tan, Andong Tian, Ludovic Denoyer
2022	J	`jnl`	State of the Art of User Simulation approaches for conversational information retrieval. CoRR Pierre Erbacher, Laure Soulier, Ludovic Denoyer
2022	J	`jnl`	Temporal Abstractions-Augmented Temporally Contrastive Learning: An Alternative to the Laplacian in RL. CoRR Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Ludovic Denoyer, Yoshua Bengio
2022	A	`conf`	Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL. UAI Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Ludovic Denoyer, Yoshua Bengio
2021	B	`conf`	Concept Matching for Low-Resource Classification. IJCNN Federico Errica, Fabrizio Silvestri, Bora Edizel, Ludovic Denoyer, Fabio Petroni, Vassilis Plachouras, Sebastian Riedel
2021	J	`jnl`	Deep dynamic neural networks for temporal language modeling in author communities. Knowl. Inf. Syst. Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
2021	J	`jnl`	Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching. CoRR Pierre-Alexandre Kamienny, Jean Tarbouriech, Sylvain Lamprier, Alessandro Lazaric, Ludovic Denoyer
2021	A*	`conf`	Efficient Continual Learning with Modular Networks and Task-Driven Priors. ICLR Tom Veniat, Ludovic Denoyer, Marc'Aurelio Ranzato
2021	J	`jnl`	Learning a subspace of policies for online adaptation in Reinforcement Learning. CoRR Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
2021	J	`jnl`	On Anytime Learning at Macroscale. CoRR Lucas Caccia, Jing Xu, Myle Ott, Marc'Aurelio Ranzato, Ludovic Denoyer
2021	J	`jnl`	SaLinA: Sequential Learning of Agents. CoRR Ludovic Denoyer, Alfredo De la Fuente, Song Duong, Jean-Baptiste Gaya, Pierre-Alexandre Kamienny, Daniel H. Thompson
2021	—	`conf`	State of the Art of User Simulation Approaches for Conversational Information Retrieval. CSR-Sim4IR@SIGIR Pierre Erbacher, Laure Soulier, Ludovic Denoyer
2020	J	`jnl`	Adversarial learning for modeling human motion. Vis. Comput. Qi Wang, Thierry Artières, Mickaël Chen, Ludovic Denoyer
2020	J	`jnl`	Concept Matching for Low-Resource Classification. CoRR Federico Errica, Ludovic Denoyer, Bora Edizel, Fabio Petroni, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel
2020	J	`jnl`	Efficient Continual Learning with Modular Networks and Task-Driven Priors. CoRR Tom Veniat, Ludovic Denoyer, Marc'Aurelio Ranzato
2020	J	`jnl`	Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization. CoRR Pierre-Alexandre Kamienny, Matteo Pirotta, Alessandro Lazaric, Thibault Lavril, Nicolas Usunier, Ludovic Denoyer
2020	B	`conf`	Time Series Prediction using Disentangled Latent Factors. ESANN Perrine Cribier-Delande, Raphaël Puget, Vincent Guigue, Ludovic Denoyer
2020	—	`conf`	Time series prediction & generation from disentangled latent factors: new opportunities for smart cities. ITSC Perrine Cribier-Delande, Raphaël Puget, Camille Noûs, Vincent Guigue, Ludovic Denoyer
2019	J	`jnl`	Binary Stochastic Representations for Large Multi-class Classification. CoRR Thomas Gerald, Aurélia Léon, Nicolas Baskiotis, Ludovic Denoyer
2019	—	`conf`	Dynamic Neural Language Models. ICONIP (3) Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
2019	J	`jnl`	EDUCE: Explaining model Decisions through Unsupervised Concepts Extraction. CoRR Diane Bouchacourt, Ludovic Denoyer
2019	A*	`conf`	Large Memory Layers with Product Keys. NeurIPS Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2019	J	`jnl`	Large Memory Layers with Product Keys. CoRR Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2019	A*	`conf`	Learning Dynamic Author Representations with Temporal Language Models. ICDM Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
2019	J	`jnl`	Learning Dynamic Author Representations with Temporal Language Models. CoRR Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
2019	—	`conf`	Modèle de compréhension du besoin en information pour la recherche d'information conversationnelle. CORIA Wafa Aissa, Laure Soulier, Ludovic Denoyer
2019	—	`conf`	Multiple-Attribute Text Rewriting. ICLR (Poster) Guillaume Lample, Sandeep Subramanian, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
2019	J	`jnl`	Spatio-temporal neural networks for space-time data modeling and relation discovery. Knowl. Inf. Syst. Edouard Delasalles, Ali Ziat, Ludovic Denoyer, Patrick Gallinari
2019	Misc	`conf`	Stochastic Adaptive Neural Architecture Search for Keyword Spotting. ICASSP Tom Véniat, Olivier Schwander, Ludovic Denoyer
2019	A*	`conf`	Unsupervised Object Segmentation by Redrawing. NeurIPS Mickaël Chen, Thierry Artières, Ludovic Denoyer
2019	J	`jnl`	Unsupervised Object Segmentation by Redrawing. CoRR Mickaël Chen, Thierry Artières, Ludovic Denoyer
2019	—	`conf`	Unsupervised Question Answering by Cloze Translation. ACL (1) Patrick Lewis, Ludovic Denoyer, Sebastian Riedel
2019	J	`jnl`	Unsupervised Question Answering by Cloze Translation. CoRR Patrick Lewis, Ludovic Denoyer, Sebastian Riedel
2018	—	`conf`	A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. SCAI@EMNLP Wafa Aissa, Laure Soulier, Ludovic Denoyer
2018	J	`jnl`	A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. CoRR Wafa Aissa, Laure Soulier, Ludovic Denoyer
2018	—	`conf`	Apprentissage de l'évolution langagière dans des communautés d'auteurs. CORIA Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
2018	B	`conf`	Budgeted Hierarchical Reinforcement Learning. IJCNN Aurélia Léon, Ludovic Denoyer
2018	A*	`conf`	Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks. CVPR Tom Veniat, Ludovic Denoyer
2018	—	`conf`	Multi-View Data Generation Without View Supervision. ICLR (Poster) Mickaël Chen, Ludovic Denoyer, Thierry Artières
2018	J	`jnl`	Multiple-Attribute Text Style Transfer. CoRR Sandeep Subramanian, Guillaume Lample, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
2018	A*	`conf`	Phrase-Based & Neural Unsupervised Machine Translation. EMNLP Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	J	`jnl`	Phrase-Based & Neural Unsupervised Machine Translation. CoRR Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	J	`jnl`	Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Trans. Knowl. Discov. Data Ludovic Dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari
2018	J	`jnl`	Sequential Action Selection and Active Sensing for Budgeted Localization in Robot Navigation. Int. J. Semantic Comput. Nassim Aklil, Benoît Girard, Ludovic Denoyer, Mehdi Khamassi
2018	J	`jnl`	Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery. CoRR Ali Ziat, Edouard Delasalles, Ludovic Denoyer, Patrick Gallinari
2018	J	`jnl`	Stochastic Adaptive Neural Architecture Search for Keyword Spotting. CoRR Tom Véniat, Olivier Schwander, Ludovic Denoyer
2018	—	`conf`	Unsupervised Machine Translation Using Monolingual Corpora Only. ICLR (Poster) Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	—	`conf`	Word translation without parallel data. ICLR (Poster) Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2018	B	`conf`	transferring style in motion capture sequences with adversarial learning. ESANN Qi Wang, Mickaël Chen, Thierry Artières, Ludovic Denoyer
2017	J	`jnl`	A Meta-Learning Approach to One-Step Active Learning. CoRR Gabriella Contardo, Ludovic Denoyer, Thierry Artières
2017	—	`conf`	A Meta-Learning Approach to One-Step Active-Learning. AutoML@PKDD/ECML Gabriella Contardo, Ludovic Denoyer, Thierry Artières
2017	—	`conf`	Binary Stochastic Representations for Large Multi-class Classification. ICONIP (1) Thomas Gerald, Nicolas Baskiotis, Ludovic Denoyer
2017	—	`conf`	Fader Networks: Manipulating Images by Sliding Attributes. NIPS Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
2017	J	`jnl`	Fader Networks: Manipulating Images by Sliding Attributes. CoRR Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
2017	J	`jnl`	Learning Time-Efficient Deep Architectures with Budgeted Super Networks. CoRR Tom Veniat, Ludovic Denoyer
2017	J	`jnl`	Multi-View Data Generation Without View Supervision. CoRR Mickaël Chen, Ludovic Denoyer, Thierry Artières
2017	—	`conf`	Multi-view Generative Adversarial Networks. ECML/PKDD (2) Mickaël Chen, Ludovic Denoyer
2017	—	`conf`	Sequential Action Selection for Budgeted Localization in Robots. IRC Nassim Aklil, Benoît Girard, Mehdi Khamassi, Ludovic Denoyer
2017	A*	`conf`	Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery. ICDM Ali Ziat, Edouard Delasalles, Ludovic Denoyer, Patrick Gallinari
2017	J	`jnl`	Unsupervised Machine Translation Using Monolingual Corpora Only. CoRR Guillaume Lample, Ludovic Denoyer, Marc'Aurelio Ranzato
2017	J	`jnl`	Word Translation Without Parallel Data. CoRR Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2016	—	`conf`	Joint prediction of road-traffic and parking occupancy over a city with representation learning. ITSC Ali Ziat, Bertrand Leroy, Nicolas Baskiotis, Ludovic Denoyer
2016	B	`conf`	Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series. ESANN Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer
2016	J	`jnl`	Multi-view Generative Adversarial Networks. CoRR Mickaël Chen, Ludovic Denoyer
2016	J	`jnl`	Options Discovery with Budgeted Reinforcement Learning. CoRR Aurélia Léon, Ludovic Denoyer
2016	B	`conf`	Policy-gradient methods for Decision Trees. ESANN Aurélia Léon, Ludovic Denoyer
2016	—	`conf`	Recurrent Neural Networks for Adaptive Feature Acquisition. ICONIP (3) Gabriella Contardo, Ludovic Denoyer, Thierry Artières
2016	B	`conf`	Sequential Cost-Sensitive Feature Acquisition. IDA Gabriella Contardo, Ludovic Denoyer, Thierry Artières
2016	J	`jnl`	Sequential Cost-Sensitive Feature Acquisition. CoRR Gabriella Contardo, Ludovic Denoyer, Thierry Artières
2015	—	`conf`	Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux. CORIA Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier
2015	J	`jnl`	Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux. Document Numérique Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier
2015	—	`conf`	Car-Traffic Forecasting: A Representation Learning Approach. MUD@ICML Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer
2015	J	`jnl`	Reinforced Decision Trees. CoRR Aurélia Léon, Ludovic Denoyer
2015	—	`conf`	Representation Learning for cold-start recommendation. ICLR (Workshop) Gabriella Contardo, Ludovic Denoyer, Thierry Artières
2015	A	`conf`	WhichStreams: A Dynamic Approach for Focused Data Capture from Large Social Media. ICWSM Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier
2014	—	`conf`	Apprentissage de représentation pour la diffusion d'Information dans les réseaux sociaux. CORIA-CIFED Simon Bourigault, Cédric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari
2014	J	`jnl`	Deep Sequential Neural Network. CoRR Ludovic Denoyer, Patrick Gallinari
2014	B	`conf`	Graph Anonymization Using Machine Learning. AINA Maria Laura Maag, Ludovic Denoyer, Patrick Gallinari
2014	—	`conf`	Learning Information Spread in Content Networks. ICLR (Workshop Poster) Cédric Lagnier, Simon Bourigault, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari
2014	—	`conf`	Learning States Representations in POMDP. ICLR (Workshop Poster) Gabriella Contardo, Ludovic Denoyer, Thierry Artières, Patrick Gallinari
2014	A	`conf`	Learning latent representations of nodes for classifying in heterogeneous social networks. WSDM Yann Jacob, Ludovic Denoyer, Patrick Gallinari
2014	A	`conf`	Learning social network embeddings for predicting information diffusion. WSDM Simon Bourigault, Cédric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari
2014	—	`conf`	Sequentially Generated Instance-Dependent Image Representations for Classification. ICLR Gabriel Dulac-Arnold, Ludovic Denoyer, Nicolas Thome, Matthieu Cord, Patrick Gallinari
2013	B	`conf`	Choosing which message to publish on social networks: a contextual bandit approach. ASONAM Ricardo Lage, Ludovic Denoyer, Patrick Gallinari, Peter Dolog
2013	—	`conf`	Classification dans les graphes hétérogènes basée sur une représentation latente des noeuds. CORIA Yann Jacob, Ludovic Denoyer, Patrick Gallinari
2013	A	`conf`	Latent Factor BlockModel for Modelling Relational Data. ECIR Sheng Gao, Ludovic Denoyer, Patrick Gallinari, Jun Guo
2013	A	`conf`	Predicting Information Diffusion in Social Networks Using Content and User's Profiles. ECIR Cédric Lagnier, Ludovic Denoyer, Éric Gaussier, Patrick Gallinari
2012	J	`jnl`	Apprentissage automatique de la propagation des étiquettes dans les réseaux sociaux multirelationnels. Document Numérique Yann Jacob, Ludovic Denoyer, Patrick Gallinari
2012	—	`ch.`	Corpus-Based Structure Mapping of XML Document Corpora: A Reinforcement Learning Based Model. Modeling, Learning, and Processing of Text Technological Data Structures Francis Maes, Ludovic Denoyer, Patrick Gallinari
2012	—	`conf`	Fast Reinforcement Learning with Large Action Sets Using Error-Correcting Output Codes for MDP Factorization. ECML/PKDD (2) Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari
2012	J	`jnl`	Fast Reinforcement Learning with Large Action Sets using Error-Correcting Output Codes for MDP Factorization CoRR Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari
2012	J	`jnl`	Iterative Multi-label Multi-relational Classification Algorithm for complex social networks. Soc. Netw. Anal. Min. Stéphane Peters, Yann Jacob, Ludovic Denoyer, Patrick Gallinari
2012	—	`conf`	Lecture Séquentielle de Documents pour la Classification. CORIA Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari
2012	—	`conf`	Link prediction via latent factor BlockModel. WWW (Companion Volume) Sheng Gao, Ludovic Denoyer, Patrick Gallinari
2012	J	`jnl`	Modeling Relational Data via Latent Factor Blockmodel CoRR Sheng Gao, Ludovic Denoyer, Patrick Gallinari
2012	—	`conf`	Predicting information diffusion on social networks with partial knowledge. WWW (Companion Volume) Anis Najar, Ludovic Denoyer, Patrick Gallinari
2012	J	`jnl`	Probabilistic Latent Tensor Factorization Model for Link Pattern Prediction in Multi-relational Networks CoRR Sheng Gao, Ludovic Denoyer, Patrick Gallinari
2012	—	`conf`	Probabilistic Latent Tensor Factorization model for link pattern prediction. IC-NIDC Sheng Gao, Ludovic Denoyer, Patrick Gallinari
2012	J	`jnl`	Prédiction de liens temporels en intégrant les informations de contenu et de structure. Ingénierie des Systèmes d Inf. Sheng Gao, Ludovic Denoyer, Patrick Gallinari
2012	J	`jnl`	Sequential approaches for learning datum-wise sparse representations. Mach. Learn. Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari
2011	—	`conf`	Apprentissage des schémas de propagation dans les multi-graphes. CORIA Yann Jacob, Ludovic Denoyer, Patrick Gallinari
2011	A	`conf`	Classification and annotation in social corpora using multiple relations. CIKM Yann Jacob, Ludovic Denoyer, Patrick Gallinari
2011	J	`jnl`	Datum-Wise Classification: A Sequential Approach to Sparsity CoRR Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari
2011	—	`conf`	Datum-Wise Classification: A Sequential Approach to Sparsity. ECML/PKDD (1) Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari
2011	C	`conf`	Link Pattern Prediction with tensor decomposition in multi-relational networks. CIDM Sheng Gao, Ludovic Denoyer, Patrick Gallinari
2011	A	`conf`	Temporal link prediction by integrating content and structure information. CIKM Sheng Gao, Ludovic Denoyer, Patrick Gallinari
2011	J	`jnl`	Text Classification: A Sequential Reading Approach CoRR Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari
2011	A	`conf`	Text Classification: A Sequential Reading Approach. ECIR Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari
2010	A	`conf`	A Ranking Based Model for Automatic Image Annotation in a Social Network. ICWSM Ludovic Denoyer, Patrick Gallinari
2010	B	`conf`	Iterative Annotation of Multi-relational Social Networks. ASONAM Stéphane Peters, Ludovic Denoyer, Patrick Gallinari
2010	—	`conf`	Modèles d'Ordonnancement pour l'Annotation Automatique d'Images dans les Réseaux Sociaux. CORIA Ludovic Denoyer, Patrick Gallinari
2010	J	`jnl`	Report on INEX 2009. SIGIR Forum Thomas Beckers, Patrice Bellot, Gianluca Demartini, Ludovic Denoyer, Christopher M. De Vries, Antoine Doucet, Khairun Nisa Fachry, Norbert Fuhr, Patrick Gallinari, Shlomo Geva, Wei Chi Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Miro Lehtonen, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, James A. Thom, Andrew Trotman, Arjen P. de Vries
2009	—	`conf`	Overview of the INEX 2009 XML Mining Track: Clustering and Classification of XML Documents. INEX Richi Nayak, Christopher M. De Vries, Sangeetha Kutty, Shlomo Geva, Ludovic Denoyer, Patrick Gallinari
2009	J	`jnl`	Report on INEX 2008. SIGIR Forum Gianluca Demartini, Ludovic Denoyer, Antoine Doucet, Khairun Nisa Fachry, Patrick Gallinari, Shlomo Geva, Darren Wei Che Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Ragnar Nordlie, Nils Pharo, Ralf Schenkel, Martin Theobald, Andrew Trotman, Arjen P. de Vries, Alan Woodley, Jianhan Zhu
2009	—	`ch.`	Semi-Structured Document Classification. Encyclopedia of Data Warehousing and Mining Ludovic Denoyer
2009	—	`conf`	Simulated Iterative Classification A New Learning Procedure for Graph Labeling. ECML/PKDD (2) Francis Maes, Stéphane Peters, Ludovic Denoyer, Patrick Gallinari
2009	J	`jnl`	Structured prediction with reinforcement learning. Mach. Learn. Francis Maes, Ludovic Denoyer, Patrick Gallinari
2009	—	`conf`	UPMC/LIP6 at ImageCLEFannotation2009: Large Scale Visual Concept Detection and Annotation. CLEF (Working Notes) Ali Fakeri-Tabrizi, Sabrina Tollari, Ludovic Denoyer, Patrick Gallinari
2008	—	`conf`	Applications of Reinforcement Learning to Structured Prediction. EWRL Francis Maes, Ludovic Denoyer, Patrick Gallinari
2008	—	`conf`	Apprentissage de conversion de documents semi-structurés à partir d'exemples. CORIA Francis Maes, Ludovic Denoyer, Patrick Gallinari
2008	—	`ch.`	Machine Learning for Semi-structured Multimedia Documents: Application to Pornographic Filtering and Thematic Categorization. Machine Learning Techniques for Multimedia Ludovic Denoyer, Patrick Gallinari
2008	—	`conf`	Overview of the INEX 2008 XML Mining Track. INEX Ludovic Denoyer, Patrick Gallinari
2008	J	`jnl`	Report on the XML mining track at INEX 2007 categorization and clustering of XML documents. SIGIR Forum Ludovic Denoyer, Patrick Gallinari
2007	J	`jnl`	Modèle probabiliste pour l'extraction de structures dans les documents web. Document Numérique Guillaume Wisniewski, Francis Maes, Ludovic Denoyer
2007	—	`conf`	Probabilistic Model for Structured Document Mapping. MLDM Guillaume Wisniewski, Francis Maes, Ludovic Denoyer, Patrick Gallinari
2007	J	`jnl`	Report on the XML mining track at INEX 2005 and INEX 2006: categorization and clustering of XML documents. SIGIR Forum Ludovic Denoyer, Patrick Gallinari
2007	—	`conf`	Sequence Labeling with Reinforcement Learning and Ranking Algorithms. ECML Francis Maes, Ludovic Denoyer, Patrick Gallinari
2007	—	`conf`	Shared Corpora Working Group Report. LAW@ACL Adam Meyers, Nancy Ide, Ludovic Denoyer, Yusuke Shinyama
2006	—	`conf`	Modèle probabiliste pour l'extraction de structures dans les documents semistructurés - Application aux documents Web. CORIA Guillaume Wisniewski, Ludovic Denoyer, Francis Maes, Patrick Gallinari
2006	—	`conf`	Report on the XML Mining Track at INEX 2005 and INEX 2006. INEX Ludovic Denoyer, Patrick Gallinari, Anne-Marie Vercoustre
2006	—	`conf`	The Wikipedia XML Corpus. INEX Ludovic Denoyer, Patrick Gallinari
2006	J	`jnl`	The Wikipedia XML corpus. SIGIR Forum Ludovic Denoyer, Patrick Gallinari
2006	—	`conf`	XML Structure Mapping. INEX Francis Maes, Ludovic Denoyer, Patrick Gallinari
2005	—	`conf`	Classification automatique de documents structurés. Application au corpus d'arbres étiquetés de type XML. CORIA Guillaume Wisniewski, Ludovic Denoyer, Patrick Gallinari
2005	—	`conf`	Restructuration automatique de documents dans les corpus semi-structurés hétérogènes. EGC Guillaume Wisniewski, Ludovic Denoyer, Patrick Gallinari
2004	J	`jnl`	Bayesian network model for semi-structured document classification. Inf. Process. Manag. Ludovic Denoyer, Patrick Gallinari
2004	J	`jnl`	Un modèle de mixture de modèles génératifs pour les documents structurés multimédias. Application à la classification de documents XML et HTML. Document Numérique Ludovic Denoyer, Patrick Gallinari
2003	—	`conf`	A Belief Networks-Based Generative Model for Structured Documents. An Application to the XML Categorization. MLDM Ludovic Denoyer, Patrick Gallinari
2003	B	`conf`	Structured multimedia document classification. ACM Symposium on Document Engineering Ludovic Denoyer, Jean-Noël Vittaut, Patrick Gallinari, Sylvie Brunessaux, Stephan Brunessaux
2003	—	`conf`	Un modèle statistique pour la classification de documents structurés. EGC Huyen-Trang Vu, Ludovic Denoyer, Patrick Gallinari
2003	—	`conf`	Using Belief Networks and Fisher Kernels for Structured Document Classification. PKDD Ludovic Denoyer, Patrick Gallinari