Nicolas Usunier

142 papers A* 30A 8B 2Misc 4Journal 61Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning. ICLR Wassim Bouaziz, Nicolas Usunier, El-Mahdi El-Mhamdi
2025	J	`jnl`	Inverting Gradient Attacks Makes Powerful Data Poisoning. Trans. Mach. Learn. Res. Wassim Bouaziz, Nicolas Usunier, El-Mahdi El-Mhamdi
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
2025	Misc	`conf`	Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification. ICASSP Wassim Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier
2025	J	`jnl`	Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification. CoRR Wassim Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier
2025	J	`jnl`	Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning. CoRR Wassim Bouaziz, Mathurin Videau, Nicolas Usunier, El-Mahdi El-Mhamdi
2024	J	`jnl`	Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning. CoRR Wassim Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier
2024	J	`jnl`	Inverting Gradient Attacks Naturally Makes Data Poisons: An Availability Attack on Neural Networks. CoRR Wassim Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier
2024	—	`conf`	System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes. FAccT Arpit Agarwal, Nicolas Usunier, Alessandro Lazaric, Maximilian Nickel
2024	J	`jnl`	System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes. CoRR Arpit Agarwal, Nicolas Usunier, Alessandro Lazaric, Maximilian Nickel
2023	J	`jnl`	Code Llama: Open Foundation Models for Code. CoRR Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton-Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve
2023	A*	`conf`	Contextual bandits with concave rewards, and an application to fair ranking. ICLR Virginie Do, Elvis Dohmatob, Matteo Pirotta, Alessandro Lazaric, Nicolas Usunier
2023	—	`conf`	Group fairness without demographics using social networks. FAccT David Liu, Virginie Do, Nicolas Usunier, Maximilian Nickel
2023	J	`jnl`	Group fairness without demographics using social networks. CoRR David Liu, Virginie Do, Nicolas Usunier, Maximilian Nickel
2023	—	`conf`	Implementing Fairness Constraints in Markets Using Taxes and Subsidies. FAccT Alexander Peysakhovich, Christian Kroer, Nicolas Usunier
2023	J	`jnl`	Leveraging Demonstrations with Latent Space Priors. Trans. Mach. Learn. Res. Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier
2023	A*	`conf`	Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract). IJCAI Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2023	J	`jnl`	Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers. CoRR Melissa Hall, Bobbie Chern, Laura Gustafson, Denisse Ventura, Harshad Kulkarni, Candace Ross, Nicolas Usunier
2022	J	`jnl`	A Simple Convergence Proof of Adam and Adagrad. Trans. Mach. Learn. Res. Alexandre Défossez, Léon Bottou, Francis R. Bach, Nicolas Usunier
2022	J	`jnl`	Contextual bandits with concave rewards, and an application to fair ranking. CoRR Virginie Do, Elvis Dohmatob, Matteo Pirotta, Alessandro Lazaric, Nicolas Usunier
2022	—	`conf`	Fairness Indicators for Systematic Assessments of Visual Feature Extractors. FAccT Priya Goyal, Adriana Romero-Soriano, Caner Hazirbas, Levent Sagun, Nicolas Usunier
2022	J	`jnl`	Fairness Indicators for Systematic Assessments of Visual Feature Extractors. CoRR Priya Goyal, Adriana Romero-Soriano, Caner Hazirbas, Levent Sagun, Nicolas Usunier
2022	—	`conf`	Fast online ranking with fairness of exposure. FAccT Nicolas Usunier, Virginie Do, Elvis Dohmatob
2022	J	`jnl`	Fast online ranking with fairness of exposure. CoRR Nicolas Usunier, Virginie Do, Elvis Dohmatob
2022	A*	`conf`	Gradient Matching for Domain Generalization. ICLR Yuge Shi, Jeffrey Seely, Philip H. S. Torr, Siddharth Narayanaswamy, Awni Y. Hannun, Nicolas Usunier, Gabriel Synnaeve
2022	J	`jnl`	Leveraging Demonstrations with Latent Space Priors. CoRR Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier
2022	J	`jnl`	Measuring and signing fairness as performance under multiple stakeholder distributions. CoRR David Lopez-Paz, Diane Bouchacourt, Levent Sagun, Nicolas Usunier
2022	A*	`conf`	Online Certification of Preference-Based Fairness for Personalized Recommender Systems. AAAI Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2022	A*	`conf`	Optimizing Generalized Gini Indices for Fairness in Rankings. SIGIR Virginie Do, Nicolas Usunier
2022	J	`jnl`	Optimizing generalized Gini indices for fairness in rankings. CoRR Virginie Do, Nicolas Usunier
2022	J	`jnl`	Parity in Markets - Methods, Costs, and Consequences. CoRR Alexander Peysakhovich, Christian Kroer, Nicolas Usunier
2021	J	`jnl`	A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings. CoRR Eltayeb Ahmed, Luisa M. Zintgraf, Christian A. Schröder de Witt, Nicolas Usunier
2021	J	`jnl`	Gradient Matching for Domain Generalization. CoRR Yuge Shi, Jeffrey Seely, Philip H. S. Torr, N. Siddharth, Awni Y. Hannun, Nicolas Usunier, Gabriel Synnaeve
2021	A*	`conf`	Hierarchical Skills for Efficient Exploration. NeurIPS Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier
2021	J	`jnl`	Hierarchical Skills for Efficient Exploration. CoRR Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier
2021	A*	`conf`	Online Selection of Diverse Committees. IJCAI Virginie Do, Jamal Atif, Jérôme Lang, Nicolas Usunier
2021	J	`jnl`	Online Selection of Diverse Committees. CoRR Virginie Do, Jamal Atif, Jérôme Lang, Nicolas Usunier
2021	J	`jnl`	Online certification of preference-based fairness for personalized recommender systems. CoRR Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2021	A*	`conf`	Two-sided fairness in rankings via Lorenz dominance. NeurIPS Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2021	J	`jnl`	Two-sided fairness in rankings via Lorenz dominance. CoRR Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
2020	—	`conf`	End-to-End Object Detection with Transformers. ECCV (1) Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko
2020	J	`jnl`	End-to-End Object Detection with Transformers. CoRR Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko
2020	A*	`conf`	Fully Parallel Hyperparameter Search: Reshaped Space-Filling. ICML Marie-Liesse Cauwet, Camille Couprie, Julien Dehos, Pauline Luc, Jérémy Rapin, Morgane Rivière, Fabien Teytaud, Olivier Teytaud, Nicolas Usunier
2020	A*	`conf`	Growing Action Spaces. ICML Gregory Farquhar, Laura Gustafson, Zeming Lin, Shimon Whiteson, Nicolas Usunier, Gabriel Synnaeve
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	A*	`conf`	On ranking via sorting by estimated expected utility. NeurIPS Clément Calauzènes, Nicolas Usunier
2020	J	`jnl`	On the Convergence of Adam and Adagrad. CoRR Alexandre Défossez, Léon Bottou, Francis R. Bach, Nicolas Usunier
2020	A*	`conf`	Tensor Decompositions for Temporal Knowledge Base Completion. ICLR Timothée Lacroix, Guillaume Obozinski, Nicolas Usunier
2020	J	`jnl`	Tensor Decompositions for temporal knowledge base completion. CoRR Timothée Lacroix, Guillaume Obozinski, Nicolas Usunier
2019	A*	`conf`	A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning. NeurIPS Nicolas Carion, Nicolas Usunier, Gabriel Synnaeve, Alessandro Lazaric
2019	J	`jnl`	A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning. CoRR Nicolas Carion, Gabriel Synnaeve, Alessandro Lazaric, Nicolas Usunier
2019	J	`jnl`	Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed. CoRR Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis R. Bach
2019	J	`jnl`	Growing Action Spaces. CoRR Gregory Farquhar, Laura Gustafson, Zeming Lin, Shimon Whiteson, Nicolas Usunier, Gabriel Synnaeve
2019	J	`jnl`	Music Source Separation in the Waveform Domain. CoRR Alexandre Défossez, Nicolas Usunier, Léon Bottou, Francis R. Bach
2019	Misc	`conf`	To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition. ICASSP Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve
2019	—	`conf`	Value Propagation Networks. ICLR (Poster) Nantas Nardelli, Gabriel Synnaeve, Zeming Lin, Pushmeet Kohli, Philip H. S. Torr, Nicolas Usunier
2018	A*	`conf`	Canonical Tensor Decomposition for Knowledge Base Completion. ICML Timothée Lacroix, Nicolas Usunier, Guillaume Obozinski
2018	J	`jnl`	Canonical Tensor Decomposition for Knowledge Base Completion. CoRR Timothée Lacroix, Nicolas Usunier, Guillaume Obozinski
2018	J	`jnl`	End-to-End Speech Recognition From the Raw Waveform. CoRR Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
2018	A	`conf`	End-to-End Speech Recognition from the Raw Waveform. INTERSPEECH Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
2018	A*	`conf`	Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger. NeurIPS Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier
2018	J	`jnl`	Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger. CoRR Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier
2018	J	`jnl`	Fully Convolutional Speech Recognition. CoRR Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert
2018	J	`jnl`	High-Level Strategy Selection under Partial Observability in StarCraft: Brood War. CoRR Jonas Gehring, Da Ju, Vegard Mella, Daniel Gant, Nicolas Usunier, Gabriel Synnaeve
2018	Misc	`conf`	Learning Filterbanks from Raw Speech for Phone Recognition. ICASSP Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux
2018	A*	`conf`	SING: Symbol-to-Instrument Neural Generator. NeurIPS Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach
2018	J	`jnl`	SING: Symbol-to-Instrument Neural Generator. CoRR Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach
2018	J	`jnl`	To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition. CoRR Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve
2018	J	`jnl`	Value Propagation Networks. CoRR Nantas Nardelli, Gabriel Synnaeve, Zeming Lin, Pushmeet Kohli, Philip H. S. Torr, Nicolas Usunier
2017	A*	`conf`	Dense and Low-Rank Gaussian CRFs Using Deep Embeddings. ICCV Siddhartha Chandra, Nicolas Usunier, Iasonas Kokkinos
2017	—	`conf`	Episodic Exploration for Deep Deterministic Policies for StarCraft Micromanagement. ICLR (Poster) Nicolas Usunier, Gabriel Synnaeve, Zeming Lin, Soumith Chintala
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	Misc	`conf`	How should we evaluate supervised hashing? ICASSP Alexandre Sablayrolles, Matthijs Douze, Nicolas Usunier, Hervé Jégou
2017	—	`conf`	Improving Neural Language Models with a Continuous Cache. ICLR (Poster) Edouard Grave, Armand Joulin, Nicolas Usunier
2017	J	`jnl`	Learning Filterbanks from Raw Speech for Phone Recognition. CoRR Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux
2017	A*	`conf`	Parseval Networks: Improving Robustness to Adversarial Examples. ICML Moustapha Cissé, Piotr Bojanowski, Edouard Grave, Yann N. Dauphin, Nicolas Usunier
2017	J	`jnl`	Parseval Networks: Improving Robustness to Adversarial Examples. CoRR Moustapha Cissé, Piotr Bojanowski, Edouard Grave, Yann N. Dauphin, Nicolas Usunier
2016	A	`conf`	A Coverage-Based Approach to Recommendation Diversity On Similarity Graph. RecSys Shameem Puthiya Parambath, Nicolas Usunier, Yves Grandvalet
2016	J	`jnl`	An empirical comparison of V-fold penalisation and cross-validation for model selection in distribution-free regression. Pattern Anal. Appl. Charanpal Dhanjal, Nicolas Baskiotis, Stéphan Clémençon, Nicolas Usunier
2016	J	`jnl`	Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases. J. Artif. Intell. Res. Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet
2016	A*	`conf`	Constructing and Mining Web-scale Knowledge Graphs. SIGIR Evgeniy Gabrilovich, Nicolas Usunier
2016	J	`jnl`	Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks. CoRR Nicolas Usunier, Gabriel Synnaeve, Zeming Lin, Soumith Chintala
2016	J	`jnl`	How should we evaluate supervised hashing? CoRR Alexandre Sablayrolles, Matthijs Douze, Hervé Jégou, Nicolas Usunier
2016	J	`jnl`	Improving Neural Language Models with a Continuous Cache. CoRR Edouard Grave, Armand Joulin, Nicolas Usunier
2016	A	`conf`	Joint Learning of Speaker and Phonetic Similarities with Siamese Networks. INTERSPEECH Neil Zeghidour, Gabriel Synnaeve, Nicolas Usunier, Emmanuel Dupoux
2016	J	`jnl`	TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games. CoRR Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat, Soumith Chintala, Timothée Lacroix, Zeming Lin, Florian Richoux, Nicolas Usunier
2015	J	`jnl`	Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases. CoRR Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet
2015	A*	`conf`	Composing Relationships with Translations. EMNLP Alberto García-Durán, Antoine Bordes, Nicolas Usunier
2015	J	`jnl`	Large-scale Simple Question Answering with Memory Networks. CoRR Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston
2015	—	`book`	Learning with Partially Labeled and Interdependent Data Massih-Reza Amini, Nicolas Usunier
2015	J	`jnl`	Multiview self-learning. Neurocomputing Ali Fakeri-Tabrizi, Massih-Reza Amini, Cyril Goutte, Nicolas Usunier
2015	B	`conf`	On Binary Reduction of Large-Scale Multiclass Classification Problems. IDA Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, Éric Gaussier
2015	J	`jnl`	Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure. CoRR Shameem Ahamed Puthiya Parambath, Nicolas Usunier, Yves Grandvalet
2014	—	`conf`	Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data. ECML/PKDD (1) Alberto García-Durán, Antoine Bordes, Nicolas Usunier
2014	—	`conf`	Open Question Answering with Weakly Supervised Embedding Models. ECML/PKDD (1) Antoine Bordes, Jason Weston, Nicolas Usunier
2014	J	`jnl`	Open Question Answering with Weakly Supervised Embedding Models. CoRR Antoine Bordes, Jason Weston, Nicolas Usunier
2014	—	`conf`	Optimizing F-Measures by Cost-Sensitive Classification. NIPS Shameem Puthiya Parambath, Nicolas Usunier, Yves Grandvalet
2013	J	`jnl`	Calibration and regret bounds for order-preserving surrogate losses in learning to rank. Mach. Learn. Clément Calauzènes, Nicolas Usunier, Patrick Gallinari
2013	A*	`conf`	Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. EMNLP Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier
2013	J	`jnl`	Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. CoRR Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier
2013	J	`jnl`	Irreflexive and Hierarchical Relations as Translations CoRR Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko
2013	—	`conf`	Robust Bloom Filters for Large MultiLabel Classification Tasks. NIPS Moustapha Cissé, Nicolas Usunier, Thierry Artières, Patrick Gallinari
2013	—	`conf`	Translating Embeddings for Modeling Multi-relational Data. NIPS Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko
2012	—	`conf`	"On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking". NIPS Clément Calauzènes, Nicolas Usunier, Patrick Gallinari
2012	—	`ch.`	Learnable Ranking Models for Automatic Text Summarization and Information Retrieval. Textual Information Access: Statistical Models Massih-Reza Amini, David Buffoni, Patrick Gallinari, Tuong-Vinh Truong, Nicolas Usunier
2012	A	`conf`	Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics. RecSys Bruno Pradel, Nicolas Usunier, Patrick Gallinari
2011	A*	`conf`	A case study in a recommender system based on purchase data. KDD Bruno Pradel, Savaneary Sean, Julien Delporte, Sébastien Guérif, Céline Rouveirol, Nicolas Usunier, Françoise Fogelman-Soulié, Frédéric Dufau-Joël
2011	A*	`conf`	Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision. ICML David Buffoni, Clément Calauzènes, Patrick Gallinari, Nicolas Usunier
2011	—	`conf`	Multiview Semi-supervised Learning for Ranking Multilingual Documents. ECML/PKDD (3) Nicolas Usunier, Massih-Reza Amini, Cyril Goutte
2011	A*	`conf`	Transductive learning over automatically detected themes for multi-document summarization. SIGIR Massih-Reza Amini, Nicolas Usunier
2011	A*	`conf`	WSABIE: Scaling Up to Large Vocabulary Image Annotation. IJCAI Jason Weston, Samy Bengio, Nicolas Usunier
2010	—	`conf`	Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC). CORIA David Buffoni, Nicolas Usunier, Patrick Gallinari
2010	A*	`conf`	Combining coregularization and consensus-based self-training for multilingual text categorization. SIGIR Massih-Reza Amini, Cyril Goutte, Nicolas Usunier
2010	A	`conf`	Guarantees for Approximate Incremental SVMs. AISTATS Nicolas Usunier, Antoine Bordes, Léon Bottou
2010	—	`conf`	LIP6 at INEX'10: OWPC for Ad Hoc Track. INEX David Buffoni, Nicolas Usunier, Patrick Gallinari
2010	A*	`conf`	Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences. ICML Antoine Bordes, Nicolas Usunier, Jason Weston
2010	J	`jnl`	Large scale image annotation: learning to rank with joint word-image embeddings. Mach. Learn. Jason Weston, Samy Bengio, Nicolas Usunier
2010	B	`conf`	Predicting Critical Intradomain Routing Events. GLOBECOM Amelie Medem Kuatse, Renata Teixeira, Nicolas Usunier
2010	A	`conf`	Towards Understanding Situated Natural Language. AISTATS Antoine Bordes, Nicolas Usunier, Ronan Collobert, Jason Weston
2010	—	`conf`	UPMC/LIP6 at ImageCLEFannotation 2010. CLEF (Notebook Papers/LABs/Workshops) Ali Fakeri-Tabrizi, Sabrina Tollari, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari
2009	—	`conf`	Improving Image Annotation in Imbalanced Classification Problems with Ranking SVM. CLEF (2) Ali Fakeri-Tabrizi, Sabrina Tollari, Nicolas Usunier, Patrick Gallinari
2009	A*	`conf`	Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization. SIGIR Massih-Reza Amini, Nicolas Usunier
2009	—	`conf`	LIP6 at INEX'09: OWPC for Ad Hoc Track. INEX David Buffoni, Nicolas Usunier, Patrick Gallinari
2009	—	`conf`	Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization. NIPS Massih-Reza Amini, Nicolas Usunier, Cyril Goutte
2009	A*	`conf`	Ranking with ordered weighted pairwise classification. ICML Nicolas Usunier, David Buffoni, Patrick Gallinari
2008	—	`conf`	A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning. NIPS Massih-Reza Amini, François Laviolette, Nicolas Usunier
2008	—	`conf`	Sequence Labelling SVMs Trained in One Pass. ECML/PKDD (1) Antoine Bordes, Nicolas Usunier, Léon Bottou
2008	—	`conf`	Une méthode contextuelle d'extension de requête avec des groupements de mots pour le résumé automatique. CORIA Jean-François Pessiot, Young-Min Kim, Massih-Reza Amini, Nicolas Usunier, Patrick Gallinari
2007	—	`conf`	Filtrage Collaboratif avec un Algorithme d'Ordonnancement. CORIA Jean-François Pessiot, Tuong-Vinh Truong, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari
2007	—	`conf`	Learning to Rank for Collaborative Filtering. ICEIS (2) Jean-François Pessiot, Tuong-Vinh Truong, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari
2007	J	`jnl`	Learning-based summarisation of XML documents. Inf. Retr. Massih-Reza Amini, Anastasios Tombros, Nicolas Usunier, Mounia Lalmas
2007	—	`conf`	UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm. TRECVID Christophe Marsala, Marcin Detyniecki, Nicolas Usunier, Massih-Reza Amini
2006	—	`conf`	A Selective Sampling Strategy for Label Ranking. ECML Massih-Reza Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse, Patrick Gallinari
2006	—	`conf`	Factorisation en matrices non négatives pour le filtrage collaboratif. CORIA Jean-François Pessiot, Tuong-Vinh Truong, Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari
2006	—	`conf`	PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier. NIPS Alexandre Lacasse, François Laviolette, Mario Marchand, Pascal Germain, Nicolas Usunier
2006	J	`jnl`	Résumé automatique de texte avec un algorithme d'ordonnancement. Ingénierie des Systèmes d Inf. Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari
2005	A	`conf`	Automatic Text Summarization Based on Word-Clusters and Ranking Algorithms. ECIR Massih-Reza Amini, Nicolas Usunier, Patrick Gallinari
2005	—	`conf`	Combinaison de fonctions de préférence par boosting pour la recherche de passages dans les systèmes de question/réponse. EGC Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari
2005	—	`conf`	Generalization error bounds for classifiers trained with interdependent data. NIPS Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari
2005	A	`conf`	Learning to summarise XML documents using content and structure. CIKM Massih-Reza Amini, Anastasios Tombros, Nicolas Usunier, Mounia Lalmas, Patrick Gallinari
2005	—	`conf`	Résumé automatique de texte avec un algorithme d'ordonnancement. CORIA Nicolas Usunier, Massih-Reza Amini, Patrick Gallinari