Francis Bach
Francis Bach
Inria - Ecole Normale Supérieure
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Online learning for matrix factorization and sparse coding
J Mairal, F Bach, J Ponce, G Sapiro
Journal of Machine Learning Research 11 (Jan), 19-60, 2010
23062010
Kernel independent component analysis
FR Bach, MI Jordan
Journal of machine learning research 3 (Jul), 1-48, 2002
19222002
Online dictionary learning for sparse coding
J Mairal, F Bach, J Ponce, G Sapiro
Proceedings of the 26th annual international conference on machine learning …, 2009
18512009
Multiple kernel learning, conic duality, and the SMO algorithm
FR Bach, GRG Lanckriet, MI Jordan
Proceedings of the twenty-first international conference on Machine learning, 6, 2004
16262004
SimpleMKL
A Rakotomamonjy, FR Bach, S Canu, Y Grandvalet
Journal of Machine Learning Research 9 (Nov), 2491-2521, 2008
14472008
Non-local sparse models for image restoration
J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman
2009 IEEE 12th International Conference on Computer Vision (ICCV), 2272-2279, 2009
13742009
Online learning for latent dirichlet allocation
M Hoffman, FR Bach, DM Blei
advances in neural information processing systems, 856-864, 2010
12752010
Supervised dictionary learning
J Mairal, J Ponce, G Sapiro, A Zisserman, FR Bach
Advances in neural information processing systems, 1033-1040, 2009
11392009
Learning mid-level features for recognition
YL Boureau, F Bach, Y LeCun, J Ponce
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
10822010
Discriminative learned dictionaries for local image analysis
J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman
MINNESOTA UNIV MINNEAPOLIS INST FOR MATHEMATICS AND ITS APPLICATIONS, 2008
8512008
Optimization with sparsity-inducing penalties
F Bach, R Jenatton, J Mairal, G Obozinski
Foundations and Trends® in Machine Learning 4 (1), 1-106, 2012
8202012
SAGA: A fast incremental gradient method with support for non-strongly convex composite objectives
A Defazio, F Bach, S Lacoste-Julien
Advances in neural information processing systems, 1646-1654, 2014
8112014
Task-driven dictionary learning
J Mairal, F Bach, J Ponce
IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011
7672011
Consistency of the group lasso and multiple kernel learning
FR Bach
Journal of Machine Learning Research 9 (Jun), 1179-1225, 2008
7172008
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
6482017
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
6482017
A stochastic gradient method with an exponential convergence _rate for finite training sets
NL Roux, M Schmidt, FR Bach
Advances in neural information processing systems, 2663-2671, 2012
5542012
Learning spectral clustering
FR Bach, MI Jordan
Advances in neural information processing systems, 305-312, 2004
5192004
Structured variable selection with sparsity-inducing norms
R Jenatton, JY Audibert, F Bach
Journal of Machine Learning Research 12 (Oct), 2777-2824, 2011
5122011
Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces
K Fukumizu, FR Bach, MI Jordan
Journal of Machine Learning Research 5 (Jan), 73-99, 2004
4952004
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