Margaux Brégère

According to our database, Margaux Brégère authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

2024

Automated Spatio-Temporal Weather Modeling for Load Forecasting.

Julie Keisler, Margaux Brégère

CoRR, 2024

MetaCURL: Non-stationary Concave Utility Reinforcement Learning.

Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane

CoRR, 2024

Automated Deep Learning for Load Forecasting.

Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère

CoRR, 2024

A Bandit Approach with Evolutionary Operators for Model Selection.

Margaux Brégère, Julie Keisler

CoRR, 2024

Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent.

Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Reimagining Demand-Side Management with Mean Field Learning.

Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane

CoRR, 2023

2020

Online Hierarchical Forecasting for Power Consumption Data.

Margaux Brégère, Malo Huard

CoRR, 2020

Simulating Tariff Impact in Electrical Energy Consumption Profiles With Conditional Variational Autoencoders.

Margaux Brégère, Ricardo J. Bessa

IEEE Access, 2020

2019

Target Tracking for Contextual Bandits: Application to Demand Side Management.

Margaux Brégère, Pierre Gaillard, Yannig Goude, Gilles Stoltz

Proceedings of the 36th International Conference on Machine Learning, 2019