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Julien Mairal

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INRIA Grenoble Rhône-Alpes / LJK Laboratoire Jean Kuntzmann

Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning

Feb 01, 2015
Julien Mairal

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Sparse Modeling for Image and Vision Processing

Dec 06, 2014
Julien Mairal, Francis Bach, Jean Ponce

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Convolutional Kernel Networks

Nov 14, 2014
Julien Mairal, Piotr Koniusz, Zaid Harchaoui, Cordelia Schmid

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Fast and Robust Archetypal Analysis for Representation Learning

May 26, 2014
Yuansi Chen, Julien Mairal, Zaid Harchaoui

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On learning to localize objects with minimal supervision

May 15, 2014
Hyun Oh Song, Ross Girshick, Stefanie Jegelka, Julien Mairal, Zaid Harchaoui, Trevor Darrell

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Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization

Sep 10, 2013
Julien Mairal

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Task-Driven Dictionary Learning

Sep 09, 2013
Julien Mairal, Francis Bach, Jean Ponce

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Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows

Aug 29, 2013
Julien Mairal, Bin Yu

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Optimization with First-Order Surrogate Functions

May 14, 2013
Julien Mairal

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Complexity Analysis of the Lasso Regularization Path

May 19, 2012
Julien Mairal, Bin Yu

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