R. Gaudel

Most-cited papers

Hybrid Recommender System based on Autoencoders
Florian Strub, R. Gaudel, Jérémie Mary
2016DLRS@RecSys227 citations Open access
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Feature Selection as a One-Player Game
R. Gaudel, M. Sebag
2010International Conference on Machine Learning121 citations
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Bandits and Recommender Systems
Jérémie Mary, R. Gaudel, P. Preux
2015Modernism and...65 citations Open access
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Efficient eigen-updating for spectral graph clustering
C. Dhanjal, R. Gaudel, S. Clémençon
2013Neurocomputing60 citations Open access
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Hybrid Collaborative Filtering with Autoencoders
Florian Strub, Jérémie Mary, R. Gaudel
201639 citations
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s-LIME: Reconciling Locality and Fidelity in Linear Explanations
R. Gaudel, Luis Galárraga, J. Delaunay, L. Rozé +1 more
2022International Symposium on Intelligent Data Analysis21 citations Open access
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Hybrid Collaborative Filtering with Neural Networks
Florian Strub, Jérémie Mary, R. Gaudel
2016arXiv.org15 citations
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Online Matrix Completion Through Nuclear Norm Regularisation
C. Dhanjal, R. Gaudel, S. Clémençon
2014SDM15 citations Open access
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A Principled Method for Exploiting Opening Books
R. Gaudel, Jean-Baptiste Hoock, Julien Perez, Nataliya Sokolovska +1 more
2010Computers and Games15 citations Open access
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Bandits Warm-up Cold Recommender Systems
Jérémie Mary, R. Gaudel, P. Preux
2014arXiv.org14 citations
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Collaborative Filtering as a Multi-Armed Bandit
Frédéric Guillou, R. Gaudel, P. Preux
2015Neural Information Processing Systems8 citations
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Collaborative Filtering with Localised Ranking
C. Dhanjal, S. Clémençon, R. Gaudel
2015AAAI Conference on Artificial Intelligence7 citations Open access
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Parametric Graph for Unimodal Ranking Bandit
Camille-Sovanneary Gauthier, R. Gaudel, Élisa Fromont, Boammani Aser Lompo
2021International Conference on Machine Learning6 citations
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Scalable Explore-Exploit Collaborative filtering
Frédéric Guillou, R. Gaudel, P. Preux
2016Pacific Asia Conference on Information Systems6 citations
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User Engagement as Evaluation: a Ranking or a Regression Problem?
Frédéric Guillou, R. Gaudel, Jérémie Mary, P. Preux
20146 citations Open access
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Incremental Spectral Clustering with the Normalised Laplacian
C. Dhanjal, R. Gaudel, S. Clémençon
2011Neural Information Processing Systems6 citations
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Clustering Rankings in the Fourier Domain
S. Clémençon, R. Gaudel, J. Jakubowicz
2011ECML/PKDD6 citations
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Noise Variance Estimation in DS-CDMA and its Effects on the Individually Optimum Receiver
R. Gaudel, F. Bonnet, J.B. Domelevo-Entfellner, A. Roumy
20062006 IEEE 7th Workshop on Signal Processing Advances in Wireless Communications4 citations
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Position-Based Multiple-Play Bandits with Thompson Sampling
Camille-Sovanneary Gauthier, R. Gaudel, Élisa Fromont
2020arXiv.org3 citations
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AUC Optimisation and Collaborative Filtering
C. Dhanjal, R. Gaudel, S. Clémençon
2015arXiv.org3 citations
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Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages
Camille-Sovanneary Gauthier, R. Gaudel, Élisa Fromont
2021International Symposium on Intelligent Data Analysis2 citations
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Kernalized Collaborative Contextual Bandits
Leonardo Cella, R. Gaudel, P. Cremonesi
2017RecSys Posters2 citations
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Large-Scale Bandit Recommender System
Frédéric Guillou, R. Gaudel, P. Preux
2016Modernism and...2 citations Open access
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A Phase Transition-Based Perspective on Multiple Instance Kernels
R. Gaudel, M. Sebag, A. Cornuéjols
2007International Conference on Inductive Logic Programming2 citations Open access
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UniRank: Unimodal Bandit Algorithm for Online Ranking
Camille-Sovanneary Gauthier, R. Gaudel, Élisa Fromont
2022arXiv.org1 citations Open access
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Unimodal Mono-Partite Matching in a Bandit Setting
R. Gaudel, Matthieu Rodet
2022arXiv.org1 citations Open access
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Sequential Collaborative Ranking Using (No-)Click Implicit Feedback
Frédéric Guillou, R. Gaudel, P. Preux
2016International Conference on Neural Information Processing1 citations Open access
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Bandits manchots avec échantillonnage de Thompson pour des recommandations multiples suivant un modèle fondé sur les positions
C. Gauthier, R. Gaudel, Élisa Fromont
20200 citations
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Filtrage Collaboratif Hybride avec des Auto-encodeurs
Florian Strub, Jérémie Mary, R. Gaudel
20160 citations
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Compromis exploration-exploitation pour système de recommandation à grande échelle
Frédéric Guillou, R. Gaudel, P. Preux
20160 citations
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Monte-Carlo Tree Search
O. Teytaud, S. Gelly, Philippe Rolet, R. Gaudel
20120 citations
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Paramètres d'ordre et sélection de modèles en apprentissage : caractérisation des modèles et sélection d'attributs. (Order parameters and model selection in Machine Learning: model charaterization and Feature Selection)
R. Gaudel
20100 citations
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Combining feature ranking methods for high dimensional data analysis
R. Gaudel, A. Cornuéjols
20070 citations
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Non-PC Reviewers
Tarek Abudawood, Osman Abul, Nitin Agarwal, Amrudin Agovic +142 more
2005Industrial Conference on Data Mining0 citations
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Thème apprentissage et optimisation
Marc Schoenauer, M. Sebag, Anne Auger, Nicolas Bredèche +31 more
20050 citations
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