37
Publications
10.9K
Citations
28
H-Index
1928
Active since
Francis Bach is an author at Institut national de recherche en sciences et technologies du numérique specializing in engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionImage AnalysisDeep LearningMachine VisionComputer VisionInverse Problems
Publications per year
1928–2020
37
37
Online Learning for Matrix Factorization and Sparse Coding
Julien Mairal, Francis Bach, Jean Ponce et al. · Journal of Machine Learning Research · 2010 · 2.3K citations
Online dictionary learning for sparse coding
Julien Mairal, Francis Bach, Jean Ponce et al. · 2009 · 2.1K citations
Non-local sparse models for image restoration
Julien Mairal, Francis Bach, Jean Ponce et al. · 2009 · 1.7K citations
Image Reconstruction, Sparse Representation, Image Analysis +12
Learning mid-level features for recognition
Y-Lan Boureau, Francis Bach, Yann LeCun et al. · 2010 · 1.1K citations
Supervised Dictionary Learning
Julien Mairal, Francis Bach, Jean Ponce et al. · University of Minnesota Digital Conservancy (University of Minnesota) · 2008 · 767 citations · Full text
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