Philippe Preux
Philippe Preux
Professor of computer science, Université de Lille, LIFL, SequeL, INRIA
Adresse e-mail validée de univ-lille.fr - Page d'accueil
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Towards hybrid evolutionary algorithms
P Preux, EG Talbi
International transactions in operational research 6 (6), 557-570, 1999
1631999
Sparse temporal difference learning using LASSO
M Loth, M Davy, P Preux
2007 IEEE International Symposium on Approximate Dynamic Programming and …, 2007
702007
Operator-valued kernels for learning from functional response data
H Kadri, E Duflos, P Preux, S Canu, A Rakotomamonjy, J Audiffren
Journal of Machine Learning Research 17 (20), 1-54, 2016
662016
Nonlinear functional regression: a functional RKHS approach
H Kadri, E Duflos, P Preux, S Canu, M Davy
Proceedings of the Thirteenth International Conference on Artificial …, 2010
602010
Fitness landscapes and performance of meta-heuristics
C Fonlupt, D Robilliard, P Preux, EG Talbi
Meta-Heuristics, 257-268, 1999
571999
Consistent algorithms for clustering time series
A Khaleghi, D Ryabko, J Mary, P Preux
Journal of Machine Learning Research 17 (3), 1-32, 2016
472016
Bandits and recommender systems
J Mary, R Gaudel, P Preux
International Workshop on Machine Learning, Optimization and Big Data, 325-336, 2015
472015
“Virtual laboratory environment”(VLE): a software environment oriented agent and object for modeling and simulation of complex systems
E Ramat, P Preux
Simulation Modelling Practice and Theory 11 (1), 45-55, 2003
472003
Datum-wise classification: a sequential approach to sparsity
G Dulac-Arnold, L Denoyer, P Preux, P Gallinari
Joint European conference on machine learning and knowledge discovery in …, 2011
432011
Scale transfer modeling: using emergent computation for coupling an ordinary differential equation system with a reactive agent model
R Duboz, É Ramat, P Preux
Systems Analysis Modelling Simulation 43 (6), 793-814, 2003
352003
Bandits attack function optimization
P Preux, R Munos, M Valko
2014 IEEE Congress on Evolutionary Computation (CEC), 2245-2252, 2014
332014
Parallel hybrid meta-heuristics: application to the quadratic assignment problem
V Bachelet, P Preux, EG Talbi
Proceedings of the Parallel Optimization Colloquium, 233-242, 1996
331996
A generalized kernel approach to structured output learning
H Kadri, M Ghavamzadeh, P Preux
International Conference on Machine Learning, 471-479, 2013
312013
A bit-wise epistasis measure for binary search spaces
C Fonlupt, D Robilliard, P Preux
International Conference on Parallel Problem Solving from Nature, 47-56, 1998
311998
Hybrid collaborative filtering with autoencoders
F Strub, J Mary, R Gaudel
arXiv preprint arXiv:1603.00806, 2016
302016
Online clustering of processes
A Khaleghi, D Ryabko, J Mary, P Preux
Artificial Intelligence and Statistics, 601-609, 2012
292012
A generic architecture for adaptive agents based on reinforcement learning
P Preux, S Delepoulle, JC Darcheville
Information Sciences 161 (1-2), 37-55, 2004
292004
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques
J Mary, P Preux, O Nicol
International Conference on Machine Learning, 172-180, 2014
282014
Climbing up NP-hard hills
D Duvivier, P Preux, EG Talbi
International Conference on Parallel Problem Solving from Nature, 574-583, 1996
281996
Feature discovery in reinforcement learning using genetic programming
S Girgin, P Preux
European Conference on Genetic Programming, 218-229, 2008
262008
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