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 (1), 2010
25732010
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
20752009
Kernel independent component analysis
FR Bach, MI Jordan
Journal of machine learning research 3 (Jul), 1-48, 2002
20682002
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
17182004
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
15552009
SimpleMKL
A Rakotomamonjy, FR Bach, S Canu, Y Grandvalet
Journal of Machine Learning Research 9 (Nov), 2491-2521, 2008
15512008
Online learning for latent dirichlet allocation
M Hoffman, FR Bach, DM Blei
advances in neural information processing systems, 856-864, 2010
14722010
Supervised dictionary learning
J Mairal, J Ponce, G Sapiro, A Zisserman, FR Bach
Advances in neural information processing systems, 1033-1040, 2009
12302009
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
11872010
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
10712014
Optimization with sparsity-inducing penalties
F Bach, R Jenatton, J Mairal, G Obozinski
Foundations and Trends® in Machine Learning 4 (1), 1-106, 2012
9442012
Discriminative learned dictionaries for local image analysis
J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
8962008
Task-driven dictionary learning
J Mairal, F Bach, J Ponce
IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011
8512011
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
8192017
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
8192017
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
8192017
Consistency of the group lasso and multiple kernel learning
FR Bach
Journal of Machine Learning Research 9 (Jun), 1179-1225, 2008
7752008
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
6662012
Structured variable selection with sparsity-inducing norms
R Jenatton, JY Audibert, F Bach
Journal of Machine Learning Research 12 (Oct), 2777-2824, 2011
5672011
Learning spectral clustering
FR Bach, MI Jordan
Advances in neural information processing systems, 305-312, 2004
5522004
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