Benoît Malézieux

According to our database, Benoît Malézieux authored at least 5 papers between 2021 and 2023.

Collaborative distances:

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

2023

A study of unrolled algorithms for dictionary learning and inverse problems, and contributions to M/EEG signal processing. (Etude des algorithmes déroulés pour l'apprentissage de dictionnaire et les problèmes inverses, et contributions au traitement des signaux M/EEG).

Benoît Malézieux

PhD thesis, 2023

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

Proceedings of the International Conference on Machine Learning, 2023

2022

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, Samuel Vaiter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Understanding approximate and unrolled dictionary learning for pattern recovery.

Benoît Malézieux, Thomas Moreau, Matthieu Kowalski

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Dictionary and prior learning with unrolled algorithms for unsupervised inverse problems.

Benoît Malézieux, Thomas Moreau, Matthieu Kowalski

CoRR, 2021