Benoît Malézieux

AI/HPC engineer, CEA

Joined

May 2021

Names

Benoît Malézieux (Preferred)

Emails

****@free.fr (Confirmed)

****@inria.fr (Confirmed)

****@cea.fr (Confirmed)

Personal Links

Career & Education History

AI/HPC engineer

CEA (cea.fr)

2025 – Present

Researcher

Giskard AI (giskard.ai)

2024 – 2025

PhD student

INRIA (inria.fr)

2020 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

RoseCDL: Robust and Scalable Convolutional Dictionary Learning for rare-event and anomaly detection
Jad Yehya, Mansour Benbakoura, Cédric Allain, Benoît Malézieux, Matthieu Kowalski, Thomas Moreau
- AISTATS 2026 Poster
- Readers: Everyone
Phare: A Safety Probe for Large Language Models
Pierre Le Jeune, Benoît Malézieux, Weixuan Xiao, Matteo Dora
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RoseCDL: Robust and Scalable Convolutional Dictionary Learning for Rare-event Detection
Jad Yehya, Mansour Benbakoura, Cédric Allain, Benoît Malézieux, Matthieu Kowalski, Thomas Moreau
- TS4H NeurIPS 2025 Spotlight
- Readers: Everyone
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty
- ICML 2023 Poster
- Readers: Everyone
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty
- 2023 (modified: 18 Mar 2023)
- CoRR 2023
- Readers: Everyone
Where prior learning can and can't work in unsupervised inverse problems
Benoît Malézieux, Florent Michel, Matthieu Kowalski, Thomas Moreau
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupre la Tour, Ghislain Durif, Cássio Fraga Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon et al. (1 additional authors not shown)
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon et al. (1 additional authors not shown)
- 2022 (modified: 24 Dec 2022)
- CoRR 2022
- Readers: Everyone
Understanding approximate and unrolled dictionary learning for pattern recovery
Benoît Malézieux, Thomas Moreau, Matthieu Kowalski
- 2022 (modified: 16 Apr 2023)
- ICLR 2022
- Readers: Everyone
Understanding approximate and unrolled dictionary learning for pattern recovery
Benoît Malézieux, Thomas Moreau, Matthieu Kowalski
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone

View all 11 publications

Co-Authors

View all 34 co-authors