Nicolas Usunier

Gabriel Synnaeve

Proceedings of the Tenth International Conference on Learning Representations, 2022

Fast online ranking with fairness of exposure.

[BibT_eX]

[DOI]

Virginie Do

Elvis Dohmatob

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Fairness Indicators for Systematic Assessments of Visual Feature Extractors.

[BibT_eX]

[DOI]

Priya Goyal

Adriana Romero-Soriano

Caner Hazirbas

Levent Sagun

Christian A. Schröder de Witt

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Online Certification of Preference-Based Fairness for Personalized Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings.

[BibT_eX]

[DOI]

Eltayeb Ahmed

Luisa M. Zintgraf

Pierre-Alexandre Kamienny

CoRR, 2021

Hierarchical Skills for Efficient Exploration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Two-sided fairness in rankings via Lorenz dominance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Online Selection of Diverse Committees.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization.

[BibT_eX]

[DOI]

CoRR, 2020

On the Convergence of Adam and Adagrad.

[BibT_eX]

[DOI]

CoRR, 2020

On ranking via sorting by estimated expected utility.

[BibT_eX]

[DOI]

Clément Calauzènes

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Growing Action Spaces.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Fully Parallel Hyperparameter Search: Reshaped Space-Filling.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Tensor Decompositions for Temporal Knowledge Base Completion.

[BibT_eX]

[DOI]

Timothée Lacroix

Guillaume Obozinski

Proceedings of the 8th International Conference on Learning Representations, 2020

End-to-End Object Detection with Transformers.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Music Source Separation in the Waveform Domain.

[BibT_eX]

[DOI]

CoRR, 2019

Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed.

[BibT_eX]

[DOI]

CoRR, 2019

A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Value Propagation Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Fully Convolutional Speech Recognition.

[BibT_eX]

[DOI]

CoRR, 2018

High-Level Strategy Selection under Partial Observability in StarCraft: Brood War.

[BibT_eX]

[DOI]

CoRR, 2018

Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

SING: Symbol-to-Instrument Neural Generator.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

End-to-End Speech Recognition from the Raw Waveform.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Canonical Tensor Decomposition for Knowledge Base Completion.

[BibT_eX]

[DOI]

Timothée Lacroix

Guillaume Obozinski

Proceedings of the 35th International Conference on Machine Learning, 2018

Learning Filterbanks from Raw Speech for Phone Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Fader Networks: Manipulating Images by Sliding Attributes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Parseval Networks: Improving Robustness to Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Episodic Exploration for Deep Deterministic Policies for StarCraft Micromanagement.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Improving Neural Language Models with a Continuous Cache.

[BibT_eX]

[DOI]

Edouard Grave

Armand Joulin

Proceedings of the 5th International Conference on Learning Representations, 2017

Dense and Low-Rank Gaussian CRFs Using Deep Embeddings.

[BibT_eX]

[DOI]

Siddhartha Chandra

Iasonas Kokkinos

Proceedings of the IEEE International Conference on Computer Vision, 2017

How should we evaluate supervised hashing?

[BibT_eX]

[DOI]

Alexandre Sablayrolles

Matthijs Douze

Hervé Jégou

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

An empirical comparison of V-fold penalisation and cross-validation for model selection in distribution-free regression.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2016

Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2016

Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks.

[BibT_eX]

[DOI]

CoRR, 2016

TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games.

[BibT_eX]

[DOI]

CoRR, 2016

Constructing and Mining Web-scale Knowledge Graphs.

[BibT_eX]

[DOI]

Evgeniy Gabrilovich

Shameem Puthiya Parambath

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

A Coverage-Based Approach to Recommendation Diversity On Similarity Graph.

[BibT_eX]

[DOI]

Shameem Ahamed Puthiya Parambath

Yves Grandvalet

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Joint Learning of Speaker and Phonetic Similarities with Siamese Networks.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

2015

Multiview self-learning.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure.

[BibT_eX]

[DOI]

Yves Grandvalet

CoRR, 2015

Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases.

[BibT_eX]

[DOI]

CoRR, 2015

Large-scale Simple Question Answering with Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2015

On Binary Reduction of Large-Scale Multiclass Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

Composing Relationships with Translations.

[BibT_eX]

[DOI]

Alberto García-Durán

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Learning with Partially Labeled and Interdependent Data

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-319-15726-9, 2015

2014

Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data.

[BibT_eX]

[DOI]

Alberto García-Durán

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Open Question Answering with Weakly Supervised Embedding Models.

[BibT_eX]

[DOI]

Shameem Puthiya Parambath

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Optimizing F-Measures by Cost-Sensitive Classification.

[BibT_eX]

[DOI]

Yves Grandvalet

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Calibration and regret bounds for order-preserving surrogate losses in learning to rank.

[BibT_eX]

[DOI]

Clément Calauzènes

Mach. Learn., 2013

Irreflexive and Hierarchical Relations as Translations

[BibT_eX]

[DOI]

CoRR, 2013

Robust Bloom Filters for Large MultiLabel Classification Tasks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Translating Embeddings for Modeling Multi-relational Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012

Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics.

[BibT_eX]

[DOI]

Bruno Pradel

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

"On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking".

[BibT_eX]

[DOI]

Clément Calauzènes

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Learnable Ranking Models for Automatic Text Summarization and Information Retrieval.

[BibT_eX]

Proceedings of the Textual Information Access: Statistical Models, 2012

2011

Transductive learning over automatically detected themes for multi-document summarization.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Multiview Semi-supervised Learning for Ranking Multilingual Documents.

[BibT_eX]

[DOI]

Françoise Fogelman-Soulié

Cyril Goutte

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

A case study in a recommender system based on purchase data.

[BibT_eX]

[DOI]

Frédéric Dufau-Joël

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

WSABIE: Scaling Up to Large Vocabulary Image Annotation.

[BibT_eX]

[DOI]

Samy Bengio

Proceedings of the IJCAI 2011, 2011

Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

Large scale image annotation: learning to rank with joint word-image embeddings.

[BibT_eX]

[DOI]

Samy Bengio

Mach. Learn., 2010

Guarantees for Approximate Incremental SVMs.

[BibT_eX]

[DOI]

Léon Bottou

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Towards Understanding Situated Natural Language.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Combining coregularization and consensus-based self-training for multilingual text categorization.

[BibT_eX]

[DOI]

Cyril Goutte

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

LIP6 at INEX'10: OWPC for Ad Hoc Track.

[BibT_eX]

[DOI]

Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Predicting Critical Intradomain Routing Events.

[BibT_eX]

[DOI]

Amelie Medem Kuatse

Renata Teixeira

Proceedings of the Global Communications Conference, 2010

Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC).

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2010

UPMC/LIP6 at ImageCLEFannotation 2010.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009

Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization.

[BibT_eX]

[DOI]

Cyril Goutte

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

LIP6 at INEX'09: OWPC for Ad Hoc Track.

[BibT_eX]

[DOI]

Proceedings of the Focused Retrieval and Evaluation, 2009

Ranking with ordered weighted pairwise classification.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Improving Image Annotation in Imbalanced Classification Problems with Ranking SVM.

[BibT_eX]

[DOI]

Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

2008

Sequence Labelling SVMs Trained in One Pass.

[BibT_eX]

[DOI]

Léon Bottou

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning.

[BibT_eX]

[DOI]

François Laviolette

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Une méthode contextuelle d'extension de requête avec des groupements de mots pour le résumé automatique.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2008

2007

Learning-based summarisation of XML documents.

[BibT_eX]

[DOI]

Inf. Retr., 2007

UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Learning to Rank for Collaborative Filtering.

[BibT_eX]

Proceedings of the ICEIS 2007, 2007

Filtrage Collaboratif avec un Algorithme d'Ordonnancement.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2007

2006

Résumé automatique de texte avec un algorithme d'ordonnancement.

[BibT_eX]

[DOI]

Ingénierie des Systèmes d Inf., 2006

PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

A Selective Sampling Strategy for Label Ranking.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

Factorisation en matrices non négatives pour le filtrage collaboratif.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2006

2005

Generalization error bounds for classifiers trained with interdependent data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Combinaison de fonctions de préférence par boosting pour la recherche de passages dans les systèmes de question/réponse.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

Automatic Text Summarization Based on Word-Clusters and Ranking Algorithms.

[BibT_eX]

[DOI]