Francis Bach
Francis Bach
Inria - Ecole Normale Supérieure
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НазваниеПроцитированоГод
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
21812010
Kernel independent component analysis
FR Bach, MI Jordan
Journal of machine learning research 3 (Jul), 1-48, 2002
18462002
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
17332009
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
15732004
SimpleMKL
A Rakotomamonjy, FR Bach, S Canu, Y Grandvalet
Journal of Machine Learning Research 9 (Nov), 2491-2521, 2008
13902008
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
12862009
Online learning for latent dirichlet allocation
M Hoffman, FR Bach, DM Blei
advances in neural information processing systems, 856-864, 2010
11772010
Supervised dictionary learning
J Mairal, J Ponce, G Sapiro, A Zisserman, FR Bach
Advances in neural information processing systems, 1033-1040, 2009
10852009
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
10552010
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
8292008
Optimization with sparsity-inducing penalties
F Bach, R Jenatton, J Mairal, G Obozinski
Foundations and Trends® in Machine Learning 4 (1), 1-106, 2012
7602012
Task-driven dictionary learning
J Mairal, F Bach, J Ponce
IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2012
7312012
Consistency of the group lasso and multiple kernel learning
FR Bach
Journal of Machine Learning Research 9 (Jun), 1179-1225, 2008
6952008
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
6692014
Minimizing finite sums with the stochastic average gradient (vol 162, pg 83, 2017)
M Schmidt, N Le Roux, F Bach
MATHEMATICAL PROGRAMMING 162 (1-2), 113-113, 2017
563*2017
Minimizing finite sums with the stochastic average gradient
M Schmidt, N Le Roux, F Bach
Mathematical Programming 162 (1-2), 83-112, 2017
5632017
Learning spectral clustering
FR Bach, MI Jordan
Advances in neural information processing systems, 305-312, 2004
4982004
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
4922012
Structured variable selection with sparsity-inducing norms
R Jenatton, JY Audibert, F Bach
Journal of Machine Learning Research 12 (Oct), 2777-2824, 2011
4852011
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
4642004
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