Bregere, Margaux

5 publications

AutoML 2025 AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting Keshav Das, Julie Keisler, Margaux Brégère, Amaury Durand

ICML 2025 Online Episodic Convex Reinforcement Learning Bianca Marin Moreno, Khaled Eldowa, Pierre Gaillard, Margaux Brégère, Nadia Oudjane

AutoML 2024 Automated Deep Learning for Load Forecasting Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère

AISTATS 2024 Efficient Model-Based Concave Utility Reinforcement Learning Through Greedy Mirror Descent Bianca M. Moreno, Margaux Bregere, Pierre Gaillard, Nadia Oudjane

NeurIPS 2024 MetaCURL: Non-Stationary Concave Utility Reinforcement Learning Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane