90 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR4 papers
- École Normale Supérieure - PSLFR4 papers
- Institut national de recherche en sciences et technologies du numériqueFR4 papers
- La Rochelle UniversitéFR4 papers
- Institut d'Astrophysique SpatialeFR3 papers
- Instituto de Astrofísica de CanariasES3 papers
- Université Paris-SaclayFR3 papers
- Département d'InformatiqueFR2 papers
- Laboratoire de Physique de l'Ecole Normale SupérieureFR2 papers
- Sorbonne UniversitéFR2 papers
- Universidad de La LagunaES2 papers
- Université Paris CitéFR2 papers
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2025
Building Bridges between Regression, Clustering, and Classification
Lawrence Stewart, Francis Bach, Quentin Berthet
Regression, the task of predicting a continuous scalar target y based on some features x is one of the most fundamental tasks in machine learning and statistics. It has been observ…
stat.ML2011
Online algorithms for Nonnegative Matrix Factorization with the Itakura-Saito divergence
Augustin Lefèvre, Francis Bach, Cédric Févotte
Nonnegative matrix factorization (NMF) is now a common tool for audio source separation. When learning NMF on large audio databases, one major drawback is that the complexity in ti…