Margaux Brégère

18 papers A* 3A 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
(Online) Convex Optimization for Demand-Side Management: Application to Thermostatically Controlled Loads.
J. Optim. Theory Appl.
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
2025 — conf
AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting.
AutoML
Keshav Das, Julie Keisler, Margaux Brégère, Amaury Durand
2025 J jnl
AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting.
CoRR
Keshav Das, Julie Keisler, Margaux Brégère, Amaury Durand
2025 A* conf
Online Episodic Convex Reinforcement Learning.
ICML
Bianca Marin Moreno, Khaled Eldowa, Pierre Gaillard, Margaux Brégère, Nadia Oudjane
2025 J jnl
Online Episodic Convex Reinforcement Learning.
CoRR
Bianca Marin Moreno, Khaled Eldowa, Pierre Gaillard, Margaux Brégère, Nadia Oudjane
2024 J jnl
A Bandit Approach with Evolutionary Operators for Model Selection.
CoRR
Margaux Brégère, Julie Keisler
2024 J jnl
Automated Deep Learning for Load Forecasting.
CoRR
Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère
2024 — conf
Automated Deep Learning for load forecasting.
AutoML
Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère
2024 J jnl
Automated Spatio-Temporal Weather Modeling for Load Forecasting.
CoRR
Julie Keisler, Margaux Brégère
2024 A conf
Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent.
AISTATS
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
2024 A* conf
MetaCURL: Non-stationary Concave Utility Reinforcement Learning.
NeurIPS
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
2024 J jnl
MetaCURL: Non-stationary Concave Utility Reinforcement Learning.
CoRR
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
2023 J jnl
Reimagining Demand-Side Management with Mean Field Learning.
CoRR
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
2020 J jnl
Online Hierarchical Forecasting for Power Consumption Data.
CoRR
Margaux Brégère, Malo Huard
2020 J jnl
Simulating Tariff Impact in Electrical Energy Consumption Profiles With Conditional Variational Autoencoders.
IEEE Access
Margaux Brégère, Ricardo J. Bessa
2020 J jnl
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders.
CoRR
Margaux Brégère, Ricardo J. Bessa
2019 A* conf
Target Tracking for Contextual Bandits: Application to Demand Side Management.
ICML
Margaux Brégère, Pierre Gaillard, Yannig Goude, Gilles Stoltz
2019 J jnl
Target Tracking for Contextual Bandits: Application to Demand Side Management.
CoRR
Margaux Brégère, Pierre Gaillard, Yannig Goude, Gilles Stoltz