Francis Bach

Statistics

Publications

156

Citations

19.5K

H-Index

Active since

2002

Affiliations

Institut national de recherche en sciences et technologies du numérique(Current)

École Normale Supérieure - PSL

École Normale Supérieure

Centre National de la Recherche Scientifique

University of California, Berkeley

Francis Bach is an author at Institut national de recherche en sciences et technologies du numérique specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2002–2023

156

Publications

156

Multiple kernel learning, conic duality, and the SMO algorithm

Francis Bach, Gert Lanckriet, Michael I. Jordan · 2004 · 1.4K citations

Computing, Computer Science, Data Mining +16

Online Learning for Latent Dirichlet Allocation

Matthew D. Hoffman, Francis Bach, David M. Blei · 2010 · 1.3K citations

Computing, Computer Science, Data Science +16

SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives

Aaron Defazio, Francis Bach, Simon Lacoste-Julien · arXiv (Cornell University) · 2014 · 932 citations · Full text

Natural Sciences, Computer Science, Algorithms +16

Task-Driven Dictionary Learning

Julien Mairal, Francis Bach, Jean Ponce · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 825 citations · Full text

Computing, Computer Science, Neuroscience +17

Consistency of the group Lasso and multiple kernel learning

Francis Bach · ArXiv.org · 2007 · 709 citations · Full text

Computing, Computer Science, Machine Learning +13

1–5 of 156