Aurélien Renault

PhD student, Orange-labs

Joined

January 2025

Names

Aurélien Renault (Preferred)

Emails

****@orange.com (Confirmed)

,

****@outlook.fr (Confirmed)

Personal Links

Career & Education History

PhD student

Orange-labs (orange.com)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Present

PhD Advisor

Antoine Cornuéjols

Present

PhD Advisor

Vincent Lemaire

Present

Expertise

time series

,

machine learning

,

reinforcement learning

,

non stationary

Present

Publications

Early Classification of Time Series: A Survey and Benchmark
Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire
- Accepted by TMLR
- Readers: Everyone
Early Classification of Time Series: Taxonomy and Benchmark
Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire
- CoRR 2024
- Readers: Everyone
ml_edm package: a Python toolkit for Machine Learning based Early Decision Making
Aurélien Renault, Youssef Achenchabe, Edouard Bertrand, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire, Asma Dachraoui
- CoRR 2024
- Readers: Everyone
Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion
Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay
- IJCNN 2023
- Readers: Everyone

Co-Authors