Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
0908.0050
Cited By
v1
v2 (latest)
Online Learning for Matrix Factorization and Sparse Coding
1 August 2009
Julien Mairal
Francis R. Bach
Jean Ponce
Guillermo Sapiro
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Online Learning for Matrix Factorization and Sparse Coding"
50 / 415 papers shown
Title
Discriminative Bayesian Dictionary Learning for Classification
Naveed Akhtar
Faisal Shafait
Ajmal Mian
55
52
0
27 Mar 2015
Convergence radius and sample complexity of ITKM algorithms for dictionary learning
Karin Schnass
118
39
0
24 Mar 2015
Learning Co-Sparse Analysis Operators with Separable Structures
Matthias Seibert
Julian Wörmann
Rémi Gribonval
M. Kleinsteuber
87
18
0
09 Mar 2015
Deep Human Parsing with Active Template Regression
Xiaodan Liang
Si Liu
Xiaohui Shen
Jianchao Yang
Luoqi Liu
Jian Dong
Liang Lin
Shuicheng Yan
ViT
3DH
86
283
0
09 Mar 2015
Sparse Bayesian Dictionary Learning with a Gaussian Hierarchical Model
Linxiao Yang
Jun Fang
Hong Cheng
Hongbin Li
54
33
0
07 Mar 2015
Tomographic Image Reconstruction using Training images
S. Soltani
Martin Skovgaard Andersen
P. Hansen
37
8
0
06 Mar 2015
Supervised Dictionary Learning and Sparse Representation-A Review
M. Gangeh
Ahmed K. Farahat
A. Ghodsi
M. Kamel
AI4TS
40
55
0
20 Feb 2015
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification
S. Bahrampour
Nasser M. Nasrabadi
A. Ray
Kenneth W. Jenkins
160
14
0
10 Feb 2015
Sparse Coding with Earth Mover's Distance for Multi-Instance Histogram Representation
Mohua Zhang
Jianhua Peng
Xuejie Liu
Jim Jing-Yan Wang
79
2
0
09 Feb 2015
Multimodal Task-Driven Dictionary Learning for Image Classification
S. Bahrampour
Nasser M. Nasrabadi
A. Ray
W. Jenkins
169
154
0
04 Feb 2015
Optimized Projection for Sparse Representation Based Classification
Canyi Lu
De-Shuang Huang
CVBM
32
5
0
31 Jan 2015
A Batchwise Monotone Algorithm for Dictionary Learning
Huan Wang
John N. Wright
D. Spielman
27
0
0
31 Jan 2015
Per-Block-Convex Data Modeling by Accelerated Stochastic Approximation
Konstantinos Slavakis
G. Giannakis
36
1
0
29 Jan 2015
Learning from Multiple Sources for Video Summarisation
Xiatian Zhu
Chen Change Loy
S. Gong
83
26
0
13 Jan 2015
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI
S. Ravishankar
Y. Bresler
MedIm
89
113
0
13 Jan 2015
ℓ
0
\ell_0
ℓ
0
Sparsifying Transform Learning with Efficient Optimal Updates and Convergence Guarantees
S. Ravishankar
Y. Bresler
82
99
0
13 Jan 2015
Unsupervised Feature Learning for Dense Correspondences across Scenes
Chaocun Zhang
Chunhua Shen
Tingzhi Shen
OCL
57
11
0
04 Jan 2015
Example Selection For Dictionary Learning
Tomoki Tsuchida
G. Cottrell
119
47
0
18 Dec 2014
Characterization of the equivalence of robustification and regularization in linear and matrix regression
Dimitris Bertsimas
M. Copenhaver
OOD
61
13
0
22 Nov 2014
Sparse Modeling for Image and Vision Processing
Julien Mairal
Francis R. Bach
Jean Ponce
VLM
117
491
0
12 Nov 2014
Differential gene co-expression networks via Bayesian biclustering models
Chuan Gao
Shiwen Zhao
Ian C. McDowell
Christopher D. Brown
Barbara E. Engelhardt
44
7
0
07 Nov 2014
A Parallel Stochastic Approximation Method for Nonconvex Multi-Agent Optimization Problems
Yang Yang
G. Scutari
Daniel P. Palomar
M. Pesavento
61
17
0
19 Oct 2014
KCRC-LCD: Discriminative Kernel Collaborative Representation with Locality Constrained Dictionary for Visual Categorization
Weiyang Liu
Zhiding Yu
Lijia Lu
Yandong Wen
Hui Li
Yuexian Zou
41
33
0
17 Oct 2014
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14)
Laurent Jacques
C. De Vleeschouwer
Y. Boursier
Prasad Sudhakar
C. D. Mol
...
Jean-Luc Starck
I. Loris
Samuel Vaiter
Mohammad Golbabaee
D. Vukobratović
480
0
0
02 Oct 2014
Kernel Coding: General Formulation and Special Cases
Mehrtash Harandi
Mathieu Salzmann
VLM
25
0
0
30 Aug 2014
Tight convex relaxations for sparse matrix factorization
E. Richard
G. Obozinski
Jean-Philippe Vert
123
43
0
19 Jul 2014
Sparse and spurious: dictionary learning with noise and outliers
Rémi Gribonval
Rodolphe Jenatton
Francis R. Bach
163
96
0
19 Jul 2014
Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System
Zhaoyi Kang
C. Spanos
48
2
0
16 Jul 2014
Estimating the distribution of Galaxy Morphologies on a continuous space
Giuseppe Vinci
P. Freeman
J. Newman
Larry A. Wasserman
Christopher R. Genovese
48
3
0
29 Jun 2014
Learning computationally efficient dictionaries and their implementation as fast transforms
Luc Le Magoarou
Rémi Gribonval
65
11
0
20 Jun 2014
Online Optimization for Large-Scale Max-Norm Regularization
Jie Shen
Huan Xu
P. Li
96
0
0
12 Jun 2014
Learning Word Representations with Hierarchical Sparse Coding
Dani Yogatama
Manaal Faruqui
Chris Dyer
Noah A. Smith
136
61
0
08 Jun 2014
On the Computational Intractability of Exact and Approximate Dictionary Learning
Andreas M. Tillmann
92
85
0
26 May 2014
Fast and Robust Archetypal Analysis for Representation Learning
Yuansi Chen
Julien Mairal
Zaïd Harchaoui
84
99
0
26 May 2014
Anomaly-Sensitive Dictionary Learning for Unsupervised Diagnostics of Solid Media
Jeff Druce
Jarvis Haupt
S. Gonella
41
0
0
11 May 2014
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors
Morteza Mardani
Gonzalo Mateos
G. Giannakis
74
183
0
17 Apr 2014
Beyond L2-Loss Functions for Learning Sparse Models
Karthikeyan N. Ramamurthy
Aleksandr Aravkin
Jayaraman J. Thiagarajan
58
4
0
26 Mar 2014
Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning
Julien Mairal
182
319
0
18 Feb 2014
Dictionary learning for fast classification based on soft-thresholding
Alhussein Fawzi
Mike Davies
P. Frossard
97
47
0
09 Feb 2014
Dictionary Learning over Distributed Models
Jianshu Chen
Zaid J. Towfic
Ali H. Sayed
FedML
116
95
0
06 Feb 2014
Patchwise Joint Sparse Tracking with Occlusion Detection
Ali Zarezade
Hamid R. Rabiee
A. Soltani-Farani
Ahmad Khajenezhad
65
15
0
05 Feb 2014
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds
Mehrtash Harandi
Leonid Sigal
Chunhua Shen
Brian C. Lovell
Conrad Sanderson
69
93
0
31 Jan 2014
Local Identification of Overcomplete Dictionaries
Karin Schnass
133
42
0
24 Jan 2014
The Why and How of Nonnegative Matrix Factorization
Nicolas Gillis
155
365
0
21 Jan 2014
An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models
S. Yıldırım
A. Cemgil
Sumeetpal S. Singh
40
7
0
11 Jan 2014
A Generative Product-of-Filters Model of Audio
Dawen Liang
Matthew D. Hoffman
G. J. Mysore
TPM
74
5
0
20 Dec 2013
Codebook based Audio Feature Representation for Music Information Retrieval
Yonatan Vaizman
Brian McFee
Gert R. G. Lanckriet
80
57
0
19 Dec 2013
Sample Complexity of Dictionary Learning and other Matrix Factorizations
Rémi Gribonval
Rodolphe Jenatton
Francis R. Bach
M. Kleinsteuber
Matthias Seibert
199
85
0
13 Dec 2013
Scalable Recommendation with Poisson Factorization
Prem Gopalan
Jake M. Hofman
David M. Blei
101
157
0
07 Nov 2013
Online Unsupervised Feature Learning for Visual Tracking
Fayao Liu
Chunhua Shen
Ian Reid
Anton Van Den Hengel
69
17
0
07 Oct 2013
Previous
1
2
3
4
5
6
7
8
9
Next