Search results for "Francis R. Bach"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Julien Mairal, Francis Bach, Jean Ponce	Task-Driven Dictionary Learning.	IEEE Trans. Pattern Anal. Mach. Intell.	2012	DBLP DOI BibTeX RDF
1	Nicolas Le Roux, Mark Schmidt, Francis Bach	A Stochastic Gradient Method with an Exponential Convergence Rate for Strongly-Convex Optimization with Finite Training Sets	CoRR	2012	DBLP BibTeX RDF
1	Francis Bach, Simon Lacoste-Julien, Guillaume Obozinski	On the Equivalence between Herding and Conditional Gradient Algorithms	CoRR	2012	DBLP BibTeX RDF
1	Hachem Kadri, Alain Rakotomamonjy, Francis Bach, Philippe Preux	Multiple Operator-valued Kernel Learning	CoRR	2012	DBLP BibTeX RDF
1	Francis Bach	Structured Sparsity and Convex Optimization.	ICPRAM	2012	DBLP BibTeX RDF
1	Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski	Optimization with Sparsity-Inducing Penalties.	Foundations and Trends in Machine Learning	2012	DBLP DOI BibTeX RDF
1	Olivier Duchenne, Francis Bach, In-So Kweon, Jean Ponce	A Tensor-Based Algorithm for High-Order Graph Matching.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF
1	Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis Bach	Proximal Methods for Hierarchical Sparse Coding.	Journal of Machine Learning Research	2011	DBLP BibTeX RDF
1	Rodolphe Jenatton, Jean-Yves Audibert, Francis Bach	Structured Variable Selection with Sparsity-Inducing Norms.	Journal of Machine Learning Research	2011	DBLP BibTeX RDF
1	Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach	Convex and Network Flow Optimization for Structured Sparsity.	Journal of Machine Learning Research	2011	DBLP BibTeX RDF
1	B. Mishra, Gilles Meyer, Francis Bach, Rodolphe Sepulchre	Low-rank optimization with trace norm penalty	CoRR	2011	DBLP BibTeX RDF
1	Francis Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski	Structured sparsity through convex optimization	CoRR	2011	DBLP BibTeX RDF
1	Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach	Learning Hierarchical and Topographic Dictionaries with Structured Sparsity	CoRR	2011	DBLP BibTeX RDF
1	Florent Couzinie-Devy, Julien Mairal, Francis Bach, Jean Ponce	Dictionary Learning for Deblurring and Digital Zoom	CoRR	2011	DBLP BibTeX RDF
1	Francis Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski	Optimization with Sparsity-Inducing Penalties	CoRR	2011	DBLP BibTeX RDF
1	Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach	Convex and Network Flow Optimization for Structured Sparsity	CoRR	2011	DBLP BibTeX RDF
1	Francis Bach	Learning with Submodular Functions: A Convex Optimization Perspective	CoRR	2011	DBLP BibTeX RDF
1	Louise Benoît, Julien Mairal, Francis Bach, Jean Ponce	Sparse Image Representation with Epitomes	CoRR	2011	DBLP BibTeX RDF
1	Mark Schmidt, Nicolas Le Roux, Francis Bach	Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization	CoRR	2011	DBLP BibTeX RDF
1	Nicolas Le Roux, Francis Bach	Local Component Analysis	CoRR	2011	DBLP BibTeX RDF
1	Augustin Lefevre, Francis Bach, Cédric Févotte	Itakura-Saito nonnegative matrix factorization with group sparsity.	ICASSP	2011	DBLP DOI BibTeX RDF
1	Augustin Lefevre, Francis Bach, Cédric Févotte	Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence.	WASPAA	2011	DBLP DOI BibTeX RDF
1	Y-Lan Boureau, Nicolas Le Roux, Francis Bach, Jean Ponce, Yann LeCun	Ask the locals: Multi-way local pooling for image recognition.	ICCV	2011	DBLP DOI BibTeX RDF
1	Toby Hocking, Jean-Philippe Vert, Francis Bach, Armand Joulin	Clusterpath: an Algorithm for Clustering using Convex Fusion Penalties.	ICML	2011	DBLP BibTeX RDF
1	Louise Benoît, Julien Mairal, Francis Bach, Jean Ponce	Sparse image representation with epitomes.	CVPR	2011	DBLP DOI BibTeX RDF
1	Francis Bach, Eric Moulines	Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning.	NIPS	2011	DBLP BibTeX RDF
1	Edouard Grave, Guillaume Obozinski, Francis Bach	Trace Lasso: a trace norm regularization for correlated designs.	NIPS	2011	DBLP BibTeX RDF
1	Mark Schmidt, Nicolas Le Roux, Francis Bach	Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization.	NIPS	2011	DBLP BibTeX RDF
1	Francis Bach	Shaping Level Sets with Submodular Functions.	NIPS	2011	DBLP BibTeX RDF
1	Edouard Grave, Guillaume Obozinski, Francis R. Bach	Trace Lasso: a trace norm regularization for correlated designs	CoRR	2011	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Francis R. Bach, Inderjit S. Dhillon, Bin Yu	Preface.	Math. Program.	2011	DBLP DOI BibTeX RDF
1	Rodolphe Jenatton, Guillaume Obozinski, Francis Bach	Structured Sparse Principal Component Analysis.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro	Online Learning for Matrix Factorization and Sparse Coding.	Journal of Machine Learning Research	2010	DBLP DOI BibTeX RDF
1	Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert	Many-to-Many Graph Matching: a Continuous Relaxation Approach	CoRR	2010	DBLP BibTeX RDF
1	Francis Bach, Selin Damla Ahipasaoglu, Alexandre d'Aspremont	Convex Relaxations for Subset Selection	CoRR	2010	DBLP BibTeX RDF
1	Francis Bach	Structured sparsity-inducing norms through submodular functions	CoRR	2010	DBLP BibTeX RDF
1	Francis Bach	Convex Analysis and Optimization with Submodular Functions: a Tutorial	CoRR	2010	DBLP BibTeX RDF
1	Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach	Network Flow Algorithms for Structured Sparsity	CoRR	2010	DBLP BibTeX RDF
1	Francis Bach	Shaping Level Sets with Submodular Functions	CoRR	2010	DBLP BibTeX RDF
1	Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert	Many-to-Many Graph Matching: A Continuous Relaxation Approach.	ECML/PKDD	2010	DBLP DOI BibTeX RDF
1	Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis Bach	Proximal Methods for Sparse Hierarchical Dictionary Learning.	ICML	2010	DBLP BibTeX RDF
1	Y-Lan Boureau, Francis Bach, Yann LeCun, Jean Ponce	Learning mid-level features for recognition.	CVPR	2010	DBLP DOI BibTeX RDF
1	Michel Journée, Francis R. Bach, Pierre-Antoine Absil, Rodolphe Sepulchre	Low-Rank Optimization on the Cone of Positive Semidefinite Matrices.	SIAM Journal on Optimization	2010	DBLP DOI BibTeX RDF
1	Armand Joulin, Francis R. Bach, Jean Ponce	Discriminative clustering for image co-segmentation.	CVPR	2010	DBLP DOI BibTeX RDF
1	Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach	Network Flow Algorithms for Structured Sparsity.	NIPS	2010	DBLP BibTeX RDF
1	Matthew D. Hoffman, David M. Blei, Francis R. Bach	Online Learning for Latent Dirichlet Allocation.	NIPS	2010	DBLP BibTeX RDF
1	Francis R. Bach	Structured sparsity-inducing norms through submodular functions.	NIPS	2010	DBLP BibTeX RDF
1	Armand Joulin, Francis R. Bach, Jean Ponce	Efficient Optimization for Discriminative Latent Class Models.	NIPS	2010	DBLP BibTeX RDF
1	Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert	A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization.	Journal of Machine Learning Research	2009	DBLP DOI BibTeX RDF
1	Francis Bach	Self-concordant analysis for logistic regression	CoRR	2009	DBLP BibTeX RDF
1	Francis Bach	High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning	CoRR	2009	DBLP BibTeX RDF
1	Francis Bach	Model-Consistent Sparse Estimation through the Bootstrap	CoRR	2009	DBLP BibTeX RDF
1	Olivier Duchenne, Ivan Laptev, Josef Sivic, Francis Bach, Jean Ponce	Automatic annotation of human actions in video.	ICCV	2009	DBLP DOI BibTeX RDF
1	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman	Non-local sparse models for image restoration.	ICCV	2009	DBLP DOI BibTeX RDF
1	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro	Online dictionary learning for sparse coding.	ICML	2009	DBLP DOI BibTeX RDF
1	Mikhail Zaslavskiy, Francis R. Bach, Jean-Philippe Vert	A Path Following Algorithm for the Graph Matching Problem.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
1	Mikhail Zaslavskiy, Francis R. Bach, Jean-Philippe Vert	Global alignment of protein-protein interaction networks by graph matching methods.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro	Online Learning for Matrix Factorization and Sparse Coding	CoRR	2009	DBLP BibTeX RDF
1	Olivier Duchenne, Francis R. Bach, In-So Kweon, Jean Ponce	A tensor-based algorithm for high-order graph matching.	CVPR	2009	DBLP DOI BibTeX RDF
1	Percy Liang, Francis R. Bach, Guillaume Bouchard, Michael I. Jordan	Asymptotically Optimal Regularization in Smooth Parametric Models.	NIPS	2009	DBLP BibTeX RDF
1	Sylvain Arlot, Francis R. Bach	Data-driven calibration of linear estimators with minimal penalties.	NIPS	2009	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Francis Bach, Laurent El Ghaoui	Optimal Solutions for Sparse Principal Component Analysis.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Francis Bach, Julien Mairal, Jean Ponce	Convex Sparse Matrix Factorizations	CoRR	2008	DBLP BibTeX RDF
1	Francis Bach, Jacob Abernethy, Jean-Philippe Vert, Theodoros Evgeniou	A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization	CoRR	2008	DBLP BibTeX RDF
1	Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert	Path following algorithm for the graph matching problem	CoRR	2008	DBLP BibTeX RDF
1	Francis Bach	Bolasso: model consistent Lasso estimation through the bootstrap	CoRR	2008	DBLP BibTeX RDF
1	Laurent Jacob, Francis Bach, Jean-Philippe Vert	Clustered Multi-Task Learning: A Convex Formulation	CoRR	2008	DBLP BibTeX RDF
1	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman	Supervised Dictionary Learning	CoRR	2008	DBLP BibTeX RDF
1	Francis Bach	Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning	CoRR	2008	DBLP BibTeX RDF
1	Mikhail Zaslavskiy, Francis Bach, Jean-Philippe Vert	A Path Following Algorithm for Graph Matching.	ICISP	2008	DBLP DOI BibTeX RDF
1	Julien Mairal, Marius Leordeanu, Francis Bach, Martial Hebert, Jean Ponce	Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation.	ECCV	2008	DBLP DOI BibTeX RDF
1	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman	Discriminative learned dictionaries for local image analysis.	CVPR	2008	DBLP DOI BibTeX RDF
1	Zaïd Harchaoui, Francis Bach, Eric Moulines	Kernel Change-point Analysis.	NIPS	2008	DBLP BibTeX RDF
1	Laurent Jacob, Francis Bach, Jean-Philippe Vert	Clustered Multi-Task Learning: A Convex Formulation.	NIPS	2008	DBLP BibTeX RDF
1	Cédric Archambeau, Francis Bach	Sparse probabilistic projections.	NIPS	2008	DBLP BibTeX RDF
1	Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman	Supervised Dictionary Learning.	NIPS	2008	DBLP BibTeX RDF
1	Francis Bach	Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning.	NIPS	2008	DBLP BibTeX RDF
1	Francis R. Bach	Consistency of Trace Norm Minimization.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Francis R. Bach	Consistency of the Group Lasso and Multiple Kernel Learning.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Francis R. Bach	Graph kernels between point clouds.	ICML	2008	DBLP DOI BibTeX RDF
1	Francis R. Bach	Bolasso: model consistent Lasso estimation through the bootstrap.	ICML	2008	DBLP DOI BibTeX RDF
1	Yoshihiro Yamanishi, Francis Bach, Jean-Philippe Vert	Glycan classification with tree kernels.	Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Francis Bach	Consistency of the group Lasso and multiple kernel learning	CoRR	2007	DBLP BibTeX RDF
1	Francis Bach	Consistency of trace norm minimization	CoRR	2007	DBLP BibTeX RDF
1	Francis Bach	Graph kernels between point clouds	CoRR	2007	DBLP BibTeX RDF
1	Alain Rakotomamonjy, Francis Bach, Stéphane Canu, Yves Grandvalet	More efficiency in multiple kernel learning.	ICML	2007	DBLP DOI BibTeX RDF
1	Zaïd Harchaoui, Francis Bach	Image Classification with Segmentation Graph Kernels.	CVPR	2007	DBLP DOI BibTeX RDF
1	Francis Bach, Zaïd Harchaoui	DIFFRAC: a discriminative and flexible framework for clustering.	NIPS	2007	DBLP BibTeX RDF
1	Zaïd Harchaoui, Francis Bach, Eric Moulines	Testing for Homogeneity with Kernel Fisher Discriminant Analysis.	NIPS	2007	DBLP BibTeX RDF
1	Kenji Fukumizu, Francis R. Bach, Arthur Gretton	Statistical Consistency of Kernel Canonical Correlation Analysis.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui	Optimal Solutions for Sparse Principal Component Analysis	CoRR	2007	DBLP BibTeX RDF
1	Jérôme Louradour, Khalid Daoudi, Francis R. Bach	Feature Space Mahalanobis Sequence Kernels: Application to SVM Speaker Verification.	IEEE Transactions on Audio, Speech & Language Processing	2007	DBLP DOI BibTeX RDF
1	Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui	Full regularization path for sparse principal component analysis.	ICML	2007	DBLP DOI BibTeX RDF
1	Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert	Low-rank matrix factorization with attributes	CoRR	2006	DBLP BibTeX RDF
1	Francis R. Bach, David Heckerman, Eric Horvitz	Considering Cost Asymmetry in Learning Classifiers.	Journal of Machine Learning Research	2006	DBLP BibTeX RDF
1	Francis R. Bach, Michael I. Jordan	Learning Spectral Clustering, With Application To Speech Separation.	Journal of Machine Learning Research	2006	DBLP BibTeX RDF
1	Francis R. Bach	Active learning for misspecified generalized linear models.	NIPS	2006	DBLP BibTeX RDF
1	Francis R. Bach, Michael I. Jordan	Predictive low-rank decomposition for kernel methods.	ICML	2005	DBLP DOI BibTeX RDF
1	Kenji Fukumizu, Francis R. Bach, Arthur Gretton	Statistical Convergence of Kernel CCA.	NIPS	2005	DBLP BibTeX RDF
1	Kenji Fukumizu, Francis R. Bach, Michael I. Jordan	Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces.	Journal of Machine Learning Research	2004	DBLP BibTeX RDF

Publications of Francis R. Bach Francis Bach ( http://dblp.L3S.de/Authors/Francis_R._Bach )