Philippe Rolet

According to our database, Philippe Rolet authored at least 8 papers between 2009 and 2011.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2011

Handling expensive optimization with large noise.

Rémi Coulom, Philippe Rolet, Nataliya Sokolovska, Olivier Teytaud

Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011

2010

Elements for Learning and Optimizing Expensive Functions. (Éléments pour l'Apprentissage et l'Optimisation de Fonctions Chères).

Philippe Rolet

PhD thesis, 2010

Complexity Bounds for Batch Active Learning in Classification.

Philippe Rolet, Olivier Teytaud

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Bandit-Based Estimation of Distribution Algorithms for Noisy Optimization: Rigorous Runtime Analysis.

Philippe Rolet, Olivier Teytaud

Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

Parameter Tuning by Simple Regret Algorithms and Multiple Simultaneous Hypothesis Testing.

Amine Bourki, Matthieu Coulm, Philippe Rolet, Olivier Teytaud, Paul Vayssière

Proceedings of the ICINCO 2010, 2010

Adaptive Noisy Optimization.

Philippe Rolet, Olivier Teytaud

Proceedings of the Applications of Evolutionary Computation, 2010

2009

Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based Algorithm.

Philippe Rolet, Michèle Sebag, Olivier Teytaud

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Optimal robust expensive optimization is tractable.

Philippe Rolet, Michèle Sebag, Olivier Teytaud

Proceedings of the Genetic and Evolutionary Computation Conference, 2009