Optimal robust expensive optimization is tractable. - Philippe Rolet; Michèle Sebag; Olivier Teytaud (GECCO, 2009)

Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based Algorithm. - Philippe Rolet; Michèle Sebag; Olivier Teytaud (ECML/PKDD (2), 2009)

Adaptive Noisy Optimization. - Philippe Rolet; Olivier Teytaud (EvoApplications (1), 2010)

Parameter Tuning by Simple Regret Algorithms and Multiple Simultaneous Hypothesis Testing. - Amine Bourki; Matthieu Coulm; Philippe Rolet; Olivier Teytaud; Paul Vayssière (ICINCO (1), 2010)

Bandit-Based Estimation of Distribution Algorithms for Noisy Optimization: Rigorous Runtime Analysis. - Philippe Rolet; Olivier Teytaud (LION, 2010)

Complexity Bounds for Batch Active Learning in Classification. - Philippe Rolet; Olivier Teytaud (ECML/PKDD (3), 2010)

Elements for Learning and Optimizing Expensive Functions. (Éléments pour l'Apprentissage et l'Optimisation de Fonctions Chères). - Philippe Rolet (2010)

Handling expensive optimization with large noise. - Rémi Coulom; Philippe Rolet; Nataliya Sokolovska; Olivier Teytaud (FOGA, 2011)