Francis Bach
Francis Bach
Inria - Ecole Normale Supérieure
Adresse e-mail validée de inria.fr - Page d'accueil
Titre
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Année
Online learning for matrix factorization and sparse coding.
J Mairal, F Bach, J Ponce, G Sapiro
Journal of Machine Learning Research 11 (1), 2010
27322010
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
22422009
Kernel independent component analysis
FR Bach, MI Jordan
Journal of machine learning research 3 (Jul), 1-48, 2002
21862002
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
18062004
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
17152009
Online learning for latent dirichlet allocation
M Hoffman, FR Bach, DM Blei
advances in neural information processing systems, 856-864, 2010
16652010
SimpleMKL
A Rakotomamonjy, F Bach, S Canu, Y Grandvalet
Journal of Machine Learning Research 9, 2491-2521, 2008
16402008
Supervised dictionary learning
J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman
arXiv preprint arXiv:0809.3083, 2008
13022008
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 27, 1646-1654, 2014
12852014
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
12782010
Optimization with sparsity-inducing penalties
F Bach, R Jenatton, J Mairal, G Obozinski
Foundations and Trends® in Machine Learning 4 (1), 1-106, 2012
10412012
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
9392008
Task-driven dictionary learning
J Mairal, F Bach, J Ponce
IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011
9172011
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
9042017
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
9042017
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
9042017
Consistency of the group lasso and multiple kernel learning.
FR Bach
Journal of Machine Learning Research 9 (6), 2008
8112008
A stochastic gradient method with an exponential convergence rate for finite training sets
N Le Roux, MW Schmidt, FR Bach
Advances in Neural Information Processing Systems 25, 3-6, 2013
7362013
A stochastic gradient method with an exponential convergence _rate for finite training sets
N Roux, M Schmidt, F Bach
Advances in neural information processing systems 25, 2663-2671, 2012
7322012
Structured variable selection with sparsity-inducing norms
R Jenatton, JY Audibert, F Bach
Journal of Machine Learning Research 12 (Oct), 2777-2824, 2011
6002011
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