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Romaric Gaudel
Romaric Gaudel
Assistant professor, Computer Science & Electronic dept. of Univ-Rennes, member of IRISA/Inria
Verified email at irisa.fr - Homepage
Title
Cited by
Cited by
Year
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
2782016
Feature selection as a one-player game
R Gaudel, M Sebag
International Conference on Machine Learning, 359--366, 2010
1202010
Bandits and recommender systems
J Mary, R Gaudel, P Preux
Machine Learning, Optimization, and Big Data: First International Workshop …, 2015
822015
Efficient eigen-updating for spectral graph clustering
C Dhanjal, R Gaudel, S Clémençon
Neurocomputing 131, 440-452, 2014
612014
Hybrid collaborative filtering with autoencoders
F Strub, J Mary, R Gaudel
arXiv preprint arXiv:1603.00806, 2016
542016
A principled method for exploiting opening books
R Gaudel, JB Hoock, J Pérez, N Sokolovska, O Teytaud
Computers and Games: 7th International Conference, CG 2010, Kanazawa, Japan …, 2011
192011
Bandits warm-up cold recommender systems
J Mary, R Gaudel, P Philippe
arXiv preprint arXiv:1407.2806, 2014
162014
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
162014
s-LIME: Reconciling Locality and Fidelity in Linear Explanations
R Gaudel, L Galárraga, J Delaunay, L Rozé, V Bhargava
International Symposium on Intelligent Data Analysis, 102-114, 2022
152022
Hybrid collaborative filtering with neural networks
F Strub, J Mary, R Gaudel
arXiv preprint arXiv:1603.00806, 2016
142016
Unirank: Unimodal bandit algorithms for online ranking
CS Gauthier, R Gaudel, E Fromont
International Conference on Machine Learning, 7279-7309, 2022
92022
Collaborative filtering with localised ranking
C Dhanjal, R Gaudel, S Clémençon
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
82015
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
82011
Scalable explore-exploit collaborative filtering
F Guillou, R Gaudel, P Preux
Pacific Asia Conference on Information Systems (PACIS'16), 2016
72016
Collaborative filtering as a multi-armed bandit
F Guillou, R Gaudel, P Preux
NIPS'15 Workshop: Machine Learning for eCommerce, 2015
72015
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
62014
Clustering rankings in the Fourier domain
S Clémençon, R Gaudel, J Jakubowicz
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
62011
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
62006
Large-scale bandit recommender system
F Guillou, R Gaudel, P Preux
Machine Learning, Optimization, and Big Data: Second International Workshop …, 2016
52016
Parametric graph for unimodal ranking bandit
CS Gauthier, R Gaudel, E Fromont, BA Lompo
International Conference on Machine Learning, 3630-3639, 2021
42021
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