Margaux Brégère

Associate Professor, Université Paris-Sorbonne (Paris IV)

Joined

July 2019

Names

Margaux Brégère

Emails

****@edf.fr (Confirmed)

Personal Links

Homepage

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DBLP

Career & Education History

Associate Professor

Université Paris-Sorbonne (Paris IV) (paris4.sorbonne.fr)

2023 – Present

PhD student

Université Paris-Saclay (univ-paris-saclay.fr)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Online Markov Decision Processes with Terminal Law Constraints
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
- ALT 2026
- Readers: Everyone
Online Episodic Convex Reinforcement Learning
Bianca Marin Moreno, Khaled Eldowa, Pierre Gaillard, Margaux Brégère, Nadia Oudjane
- EWRL 2025 Poster
- Readers: Everyone
AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting
Keshav Das, Julie Keisler, Margaux Brégère, Amaury Durand
- AutoML 2025 ABCD Track
- Readers: Everyone
Online Episodic Convex Reinforcement Learning
Bianca Marin Moreno, Khaled Eldowa, Pierre Gaillard, Margaux Brégère, Nadia Oudjane
- ICML 2025 poster
- Readers: Everyone
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
- EWRL17
- Readers: Everyone
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane
- NeurIPS 2024 poster
- Readers: Everyone
Automated Deep Learning for load forecasting
Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère
- AutoML 2024 (ABCD Track)
- Readers: Everyone
Simulating Tariff Impact in Electrical Energy Consumption Profiles With Conditional Variational Autoencoders
Margaux Brégère, Ricardo J. Bessa
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- IEEE Access 2020
- Readers: Everyone
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders
Margaux Brégère, Ricardo J. Bessa
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- CoRR 2020
- Readers: Everyone
Online Hierarchical Forecasting for Power Consumption Data
Margaux Brégère, Malo Huard
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- CoRR 2020
- Readers: Everyone

View all 12 publications

Margaux Brégère

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Career & Education History

Advisors, Relations & Conflicts

Expertise

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