Hybrid recommender system based on autoencoders F Strub, R Gaudel, J Mary Proceedings of the 1st workshop on deep learning for recommender systems, 11-16, 2016 | 208 | 2016 |
Feature selection as a one-player game R Gaudel, M Sebag International Conference on Machine Learning, 359--366, 2010 | 100 | 2010 |
Bandits and recommender systems J Mary, R Gaudel, P Preux International Workshop on Machine Learning, Optimization and Big Data, 325-336, 2015 | 56 | 2015 |
Efficient eigen-updating for spectral graph clustering C Dhanjal, R Gaudel, S Clémençon Neurocomputing 131, 440-452, 2014 | 52 | 2014 |
Hybrid collaborative filtering with autoencoders F Strub, J Mary, R Gaudel arXiv preprint arXiv:1603.00806, 2016 | 35 | 2016 |
A principled method for exploiting opening books R Gaudel, JB Hoock, J Pérez, N Sokolovska, O Teytaud International conference on computers and games, 136-144, 2010 | 19 | 2010 |
Hybrid collaborative filtering with neural networks F Strub, J Mary, R Gaudel | 14 | 2016 |
Online matrix completion through nuclear norm regularisation C Dhanjal, R Gaudel, S Clémençon Proceedings of the 2014 SIAM International Conference on Data Mining, 623-631, 2014 | 14 | 2014 |
Bandits warm-up cold recommender systems J Mary, R Gaudel, P Philippe arXiv preprint arXiv:1407.2806, 2014 | 12 | 2014 |
Collaborative filtering with localised ranking C Dhanjal, R Gaudel, S Clémençon Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 8 | 2015 |
Incremental spectral clustering with the normalised laplacian C Dhanjal, R Gaudel, S Clémençon DISCML-3rd NIPS Workshop on Discrete Optimization in Machine Learning-2011, 2011 | 8 | 2011 |
Collaborative filtering as a multi-armed bandit F Guillou, R Gaudel, P Preux NIPS'15 Workshop: Machine Learning for eCommerce, 2015 | 7 | 2015 |
Large-scale bandit recommender system F Guillou, R Gaudel, P Preux International Workshop on Machine Learning, Optimization, and Big Data, 204-215, 2016 | 6 | 2016 |
Scalable explore-exploit collaborative filtering F Guillou, R Gaudel, P Preux Pacific Asia Conference on Information Systems (PACIS'16), 2016 | 6 | 2016 |
User Engagement as Evaluation: a Ranking or a Regression Problem? F Guillou, R Gaudel, J Mary, P Preux Proceedings of the 2014 Recommender Systems Challenge, 7-12, 2014 | 6 | 2014 |
Clustering rankings in the Fourier domain S Clémençon, R Gaudel, J Jakubowicz Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011 | 6 | 2011 |
Noise variance estimation in DS-CDMA and its effects on the individually optimum receiver R Gaudel, F Bonnet, JB Domelevo-Entfellner, A Roumy 2006 IEEE 7th Workshop on Signal Processing Advances in Wireless …, 2006 | 6 | 2006 |
A phase transition-based perspective on multiple instance kernels R Gaudel, M Sebag, A Cornuéjols International Conference on Inductive Logic Programming, 112-121, 2007 | 4 | 2007 |
Sequential Collaborative Ranking Using (No-) Click Implicit Feedback F Guillou, R Gaudel, P Preux International Conference on Neural Information Processing, 288-296, 2016 | 2 | 2016 |
AUC Optimisation and Collaborative Filtering C Dhanjal, R Gaudel, S Clemencon arXiv preprint arXiv:1508.06091, 2015 | 2 | 2015 |