Julien Mairal

	2012
29		Julien Mairal, Bin Yu: Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows CoRR abs/1204.4539: (2012)
28		Julien Mairal, Bin Yu: Complexity Analysis of the Lasso Regularization Path CoRR abs/1205.0079: (2012)
27		Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski: Optimization with Sparsity-Inducing Penalties. Foundations and Trends in Machine Learning 4(1): 1-106 (2012)
26		Julien Mairal, Francis Bach, Jean Ponce: Task-Driven Dictionary Learning. IEEE Trans. Pattern Anal. Mach. Intell. 34(4): 791-804 (2012)
	2011
25		Louise Benoît, Julien Mairal, Francis Bach, Jean Ponce: Sparse image representation with epitomes. CVPR 2011: 2913-2920
24		Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach: Convex and Network Flow Optimization for Structured Sparsity CoRR abs/1104.1872: (2011)
23		Francis Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski: Optimization with Sparsity-Inducing Penalties CoRR abs/1108.0775: (2011)
22		Francis Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski: Structured sparsity through convex optimization CoRR abs/1109.2397: (2011)
21		Florent Couzinie-Devy, Julien Mairal, Francis Bach, Jean Ponce: Dictionary Learning for Deblurring and Digital Zoom CoRR abs/1110.0957: (2011)
20		Louise Benoît, Julien Mairal, Francis Bach, Jean Ponce: Sparse Image Representation with Epitomes CoRR abs/1110.2855: (2011)
19		Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach: Learning Hierarchical and Topographic Dictionaries with Structured Sparsity CoRR abs/1110.4481: (2011)
18		Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis Bach: Proximal Methods for Hierarchical Sparse Coding. Journal of Machine Learning Research 12: 2297-2334 (2011)
17		Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach: Convex and Network Flow Optimization for Structured Sparsity. Journal of Machine Learning Research 12: 2681-2720 (2011)
	2010
16		Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis Bach: Proximal Methods for Sparse Hierarchical Dictionary Learning. ICML 2010: 487-494
15		Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach: Network Flow Algorithms for Structured Sparsity. NIPS 2010: 1558-1566
14		Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach: Network Flow Algorithms for Structured Sparsity CoRR abs/1008.5209: (2010)
13		Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro: Online Learning for Matrix Factorization and Sparse Coding. Journal of Machine Learning Research 11: 19-60 (2010)
	2009
12		Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman: Non-local sparse models for image restoration. ICCV 2009: 2272-2279
11		Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro: Online dictionary learning for sparse coding. ICML 2009: 87
10		Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro: Online Learning for Matrix Factorization and Sparse Coding CoRR abs/0908.0050: (2009)
	2008
9		Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman: Discriminative learned dictionaries for local image analysis. CVPR 2008
8		Julien Mairal, Marius Leordeanu, Francis Bach, Martial Hebert, Jean Ponce: Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation. ECCV (3) 2008: 43-56
7		Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman: Supervised Dictionary Learning. NIPS 2008: 1033-1040
6		Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman: Supervised Dictionary Learning CoRR abs/0809.3083: (2008)
5		Francis Bach, Julien Mairal, Jean Ponce: Convex Sparse Matrix Factorizations CoRR abs/0812.1869: (2008)
4		Julien Mairal, Michael Elad, Guillermo Sapiro: Sparse Representation for Color Image Restoration. IEEE Transactions on Image Processing 17(1): 53-69 (2008)
3		Julien Mairal, Guillermo Sapiro, Michael Elad: Learning Multiscale Sparse Representations for Image and Video Restoration. Multiscale Modeling & Simulation 7(1): 214-241 (2008)
	2007
2		Julien Mairal, Guillermo Sapiro, Michael Elad: Multiscale Sparse Image Representationwith Learned Dictionaries. ICIP (3) 2007: 105-108
	2006
1		Julien Mairal, Renaud Keriven, Alexandre Chariot: Fast and Efficient Dense Variational Stereo on GPU. 3DPVT 2006: 97-104

Coauthor Index

1	Francis R. Bach (Francis Bach)	[5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27]
2	Louise Benoît	[20] [25]
3	Alexandre Chariot	[1]
4	Florent Couzinie-Devy	[21]
5	Michael Elad	[2] [3] [4]
6	Martial Hebert	[8]
7	Rodolphe Jenatton	[14] [15] [16] [17] [18] [19] [22] [23] [24] [27]
8	Renaud Keriven	[1]
9	Marius Leordeanu	[8]
10	Guillaume Obozinski	[14] [15] [16] [17] [18] [19] [22] [23] [24] [27]
11	Jean Ponce	[5] [6] [7] [8] [9] [10] [11] [12] [13] [20] [21] [25] [26]
12	Guillermo Sapiro	[2] [3] [4] [6] [7] [9] [10] [11] [12] [13]
13	Bin Yu	[28] [29]
14	Andrew Zisserman	[6] [7] [9] [12]

Last update Mon Jun 4 20:40:43 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page