About
Discord Stateoftheart AI
GitHub

Publications

395

Cited by

44183

Francis Bach

machine learning
École Normale Supérieure

France

Papers and Citations

1 - 50
Finite-dimensional variational inequalities and complementarity problems
2007
M Schmidt
SJ Wright
NL Roux
+3
Cited by 4764
Online learning for matrix factorization and sparse coding
2010
Francis Bach
Julien Mairal
Jean Ponce
+1
Cited by 2642
Online dictionary learning for sparse coding
2009
Guillermo Sapiro
Francis Bach
Jean Ponce
+1
Cited by 2151
Kernel independent component analysis
2002
Francis Bach
Michael I. Jordan
Cited by 2113
Multiple kernel learning, conic duality, and the SMO algorithm
2004
Francis Bach
Gert Lanckriet
Michael I. Jordan
Cited by 1747
Non-local sparse models for image restoration
2009
Guillermo Sapiro
Francis Bach
Julien Mairal
+2
Cited by 1625
SimpleMKL
2008
Stéphane Canu
Francis Bach
Alain Rakotomamonjy
+1
Cited by 1585
Online learning for latent dirichlet allocation
2010
Matthew D. Hoffman
David Blei
Francis Bach
Cited by 1541
Learning mid-level features for recognition
2010
Yann LeCun
Jean Ponce
Y-Lan Boureau
+1
Cited by 1298
Supervised dictionary learning
2008
Francis Bach
Jean Ponce
Andrew Zisserman
+2
Cited by 1261
SAGA: A fast incremental gradient method with support for non-strongly convex composite objectives
2014
Simon Lacoste-Julien
Francis Bach
Aaron Defazio
Cited by 1173
Optimization with sparsity-inducing penalties
2012
Guillaume Obozinski
Julien Mairal
Francis Bach
+1
Cited by 1056
Discriminative learned dictionaries for local image analysis
2008
Andrew Zisserman
Julien Mairal
Guillermo Sapiro
+2
Cited by 918
Minimizing finite sums with the stochastic average gradient
2017
Nicolas Le Roux
Francis Bach
Mark Schmidt
Cited by 881
Task-driven dictionary learning
2012
Julien Mairal
Jean Ponce
Francis Bach
Cited by 875
Consistency of the group lasso and multiple kernel learning
2008
Francis Bach
Cited by 790
A stochastic gradient method with an exponential convergence _rate for finite training sets
2012
Mark Schmidt
Francis Bach
Nicolas Le Roux
Cited by 690
Structured variable selection with sparsity-inducing norms
2011
Francis Bach
Rodolphe JENATTON
JY Audibert
Cited by 611
Optimization for machine learning
2011
Tommi Jaakkola
Zhang Liu
Leon Bottou
+37
Cited by 583
Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces
2004
Francis Bach
Michael I. Jordan
Kenji Fukumizu
Cited by 570
Learning spectral clustering
2004
Francis Bach
Michael I. Jordan
Cited by 558
A tensor-based algorithm for high-order graph matching
2011
Olivier Duchenne
Francis Bach
In So Kweon
+1
Cited by 521
Non-asymptotic analysis of stochastic approximation algorithms for machine learning
2011
Francis Bach
Eric Moulines
Cited by 516
Sparse modeling for image and vision processing
2014
Jean Ponce
Francis Bach
Julien Mairal
Cited by 490
Discriminative clustering for image co-segmentation
2010
Armand Joulin
Jean Ponce
Francis Bach
Cited by 483
Clustered multi-task learning: A convex formulation
2009
Francis Bach
laurent jacob
Jean-Philippe Vert
Cited by 479
A probabilistic interpretation of canonical correlation analysis
2005
Michael I. Jordan
Francis Bach
Cited by 469
Convergence rates of inexact proximal-gradient methods for convex optimization
2011
Francis Bach
Nicolas Le Roux
Mark Schmidt
Cited by 464
Proximal methods for sparse hierarchical dictionary learning
2010
Julien Mairal
Francis Bach
Rodolphe JENATTON
+1
Cited by 426
Bolasso: model consistent lasso estimation through the bootstrap
2008
Francis Bach
Cited by 421
Learning with submodular functions: A convex optimization perspective
2013
Francis Bach
Cited by 408
A path following algorithm for the graph matching problem
2008
Mikhail Zaslavskiy
Francis Bach
Jean-Philippe Vert
Cited by 369
Proximal methods for hierarchical sparse coding
2011
Julien Mairal
Francis Bach
Rodolphe JENATTON
+1
Cited by 365
Convex optimization with sparsity-inducing norms
2011
Francis Bach
Julien Mairal
Guillaume Obozinski
+1
Cited by 362
More efficiency in multiple kernel learning
2007
Francis Bach
Alain Rakotomamonjy
Stéphane Canu
+1
Cited by 347
Structured sparsity through convex optimization
2012
Rodolphe JENATTON
Guillaume Obozinski
Julien Mairal
+1
Cited by 340
Optimal solutions for sparse principal component analysis
2008
Laurent El Ghaoui
Francis Bach
A d’Aspremont
Cited by 338
Ask the locals: multi-way local pooling for image recognition
2011
Nicolas Le Roux
Jean Ponce
Y-Lan Boureau
+2
Cited by 330
Learning spectral clustering, with application to speech separation
2006
Michael I. Jordan
Francis Bach
Cited by 327
Structured sparse principal component analysis
2010
Guillaume Obozinski
Rodolphe JENATTON
Francis Bach
Cited by 324
Automatic annotation of human actions in video
2009
Olivier Duchenne
Ivan Laptev
Jean Ponce
+2
Cited by 319
Breaking the curse of dimensionality with convex neural networks
2017
Francis Bach
Cited by 301
Multi-Class Cosegmentation
2012
Armand Joulin
Francis Bach
Jean Ponce
Cited by 301
Kernel dimension reduction in regression
2009
Francis Bach
Michael I. Jordan
Kenji Fukumizu
Cited by 297
Image classification with segmentation graph kernels
2007
Zaid Harchaoui
Francis Bach
Cited by 290
Non-strongly-convex smooth stochastic approximation with convergence rate O (1/n)
2013
Eric Moulines
Francis Bach
Cited by 285
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization.
2009
Theodoros Evgeniou
Jacob Abernethy
Jean-Philippe Vert
+1
Cited by 283
On the global convergence of gradient descent for over-parameterized models using optimal transport
2018
Francis Bach
Lénaïc Chizat
Cited by 273
Statistical consistency of kernel canonical correlation analysis
2007
Francis Bach
Kenji Fukumizu
arthur gretton
Cited by 266
Exploring large feature spaces with hierarchical multiple kernel learning
2009
Francis Bach
Cited by 264