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Online Learning for Matrix Factorization and Sparse Coding
v1v2 (latest)

Online Learning for Matrix Factorization and Sparse Coding

1 August 2009
Julien Mairal
Francis R. Bach
Jean Ponce
Guillermo Sapiro
ArXiv (abs)PDFHTML

Papers citing "Online Learning for Matrix Factorization and Sparse Coding"

50 / 415 papers shown
Title
Simultaneous Sparse Dictionary Learning and Pruning
Simultaneous Sparse Dictionary Learning and Pruning
Simeng Qu
Xiao Wang
34
1
0
25 May 2016
Geometry Aware Mappings for High Dimensional Sparse Factors
Geometry Aware Mappings for High Dimensional Sparse Factors
Avradeep Bhowmik
N. Liu
Erheng Zhong
Badri Narayan Bhaskar
Suju Rajan
23
5
0
16 May 2016
Decentralized Dynamic Discriminative Dictionary Learning
Decentralized Dynamic Discriminative Dictionary Learning
Alec Koppel
Garrett A. Warnell
Ethan Stump
Alejandro Ribeiro
72
35
0
03 May 2016
Dictionary Learning for Massive Matrix Factorization
Dictionary Learning for Massive Matrix Factorization
A. Mensch
Julien Mairal
Bertrand Thirion
Gaël Varoquaux
90
58
0
03 May 2016
Sparse Coding for Alpha Matting
Sparse Coding for Alpha Matting
Jubin Johnson
E. Shahrian
Hisham Cholakkal
D. Rajan
59
39
0
11 Apr 2016
Online Nonnegative Matrix Factorization with Outliers
Online Nonnegative Matrix Factorization with Outliers
Renbo Zhao
Vincent Y. F. Tan
107
47
0
10 Apr 2016
Sparse Activity and Sparse Connectivity in Supervised Learning
Sparse Activity and Sparse Connectivity in Supervised Learning
Markus Thom
G. Palm
144
49
0
28 Mar 2016
Doubly Random Parallel Stochastic Methods for Large Scale Learning
Doubly Random Parallel Stochastic Methods for Large Scale Learning
Aryan Mokhtari
Alec Koppel
Alejandro Ribeiro
41
15
0
22 Mar 2016
Scalable Image Retrieval by Sparse Product Quantization
Scalable Image Retrieval by Sparse Product Quantization
Q. Ning
Jianke Zhu
Zhiyuan Zhong
Guosheng Lin
Chun-Yen Chen
MQ
55
34
0
15 Mar 2016
A Single Model Explains both Visual and Auditory Precortical Coding
A Single Model Explains both Visual and Auditory Precortical Coding
Honghao Shan
Matthew H Tong
G. Cottrell
18
3
0
26 Feb 2016
A survey of sparse representation: algorithms and applications
A survey of sparse representation: algorithms and applications
Zheng Zhang
Yong-mei Xu
Jian Yang
Xuelong Li
David C. Zhang
AI4TS
109
994
0
23 Feb 2016
An improved analysis of the ER-SpUD dictionary learning algorithm
An improved analysis of the ER-SpUD dictionary learning algorithm
Jarosław Błasiok
Jelani Nelson
61
13
0
18 Feb 2016
Online Low-Rank Subspace Learning from Incomplete Data: A Bayesian View
Online Low-Rank Subspace Learning from Incomplete Data: A Bayesian View
Paris V. Giampouras
A. Rontogiannis
K. Themelis
K. Koutroumbas
50
2
0
11 Feb 2016
Compressed Online Dictionary Learning for Fast fMRI Decomposition
Compressed Online Dictionary Learning for Fast fMRI Decomposition
A. Mensch
Gaël Varoquaux
Bertrand Thirion
26
32
0
08 Feb 2016
DOLPHIn - Dictionary Learning for Phase Retrieval
DOLPHIn - Dictionary Learning for Phase Retrieval
Andreas M. Tillmann
Yonina C. Eldar
Julien Mairal
63
64
0
06 Feb 2016
Learning a low-rank shared dictionary for object classification
Learning a low-rank shared dictionary for object classification
T. Vu
V. Monga
96
32
0
31 Jan 2016
Trainlets: Dictionary Learning in High Dimensions
Trainlets: Dictionary Learning in High Dimensions
Jeremias Sulam
Boaz Ophir
M. Zibulevsky
Michael Elad
195
103
0
31 Jan 2016
Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear
  Subspace Tracking
Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking
Fatemeh Sheikholeslami
Dimitris Berberidis
G. Giannakis
24
12
0
28 Jan 2016
Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic
  Modeling in Speech Recognition
Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition
Pranay Dighe
Gil Luyet
Afsaneh Asaei
H. Bourlard
26
29
0
22 Jan 2016
Practical Algorithms for Learning Near-Isometric Linear Embeddings
Practical Algorithms for Learning Near-Isometric Linear Embeddings
Jerry Luo
Kayla Shapiro
Hao-Jun Michael Shi
Qi Yang
Kan Zhu
27
4
0
01 Jan 2016
Robust Scene Text Recognition Using Sparse Coding based Features
Robust Scene Text Recognition Using Sparse Coding based Features
Da-han Wang
Hanzi Wang
Dong Zhang
Jonathan Li
David Zhang
29
14
0
29 Dec 2015
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse
  Interpolation
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation
S. Sreehari
S. Venkatakrishnan
B. Wohlberg
L. Drummy
Jeff P. Simmons
Charles A. Bouman
127
344
0
23 Dec 2015
Want Answers? A Reddit Inspired Study on How to Pose Questions
Want Answers? A Reddit Inspired Study on How to Pose Questions
Danish
Yogesh Dahiya
Partha P. Talukdar
15
0
0
06 Dec 2015
A Normative Theory of Adaptive Dimensionality Reduction in Neural
  Networks
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks
Cengiz Pehlevan
D. Chklovskii
70
54
0
30 Nov 2015
Sparseness helps: Sparsity Augmented Collaborative Representation for
  Classification
Sparseness helps: Sparsity Augmented Collaborative Representation for Classification
Naveed Akhtar
Faisal Shafait
Ajmal Mian
36
1
0
29 Nov 2015
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) - The
  $\ell_0$ Method
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) - The ℓ0\ell_0ℓ0​ Method
S. Ravishankar
R. Nadakuditi
Jeffrey A. Fessler
81
7
0
27 Nov 2015
Relaxed Majorization-Minimization for Non-smooth and Non-convex
  Optimization
Relaxed Majorization-Minimization for Non-smooth and Non-convex Optimization
Chen Xu
Zhouchen Lin
Zhenyu Zhao
H. Zha
66
13
0
25 Nov 2015
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning
  and Applications
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications
Bihan Wen
S. Ravishankar
Y. Bresler
92
43
0
19 Nov 2015
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its
  Application to Inverse Problems
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems
S. Ravishankar
R. Nadakuditi
Jeffrey A. Fessler
86
39
0
19 Nov 2015
Predicting distributions with Linearizing Belief Networks
Predicting distributions with Linearizing Belief Networks
Yann N. Dauphin
David Grangier
67
18
0
17 Nov 2015
Fast Proximal Linearized Alternating Direction Method of Multiplier with
  Parallel Splitting
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting
Canyi Lu
Huan Li
Zhouchen Lin
Shuicheng Yan
136
19
0
14 Nov 2015
When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks
When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks
Ilja Kuzborskij
Fabio Maria Carlucci
Barbara Caputo
58
7
0
12 Nov 2015
Multiple Instance Dictionary Learning using Functions of Multiple
  Instances
Multiple Instance Dictionary Learning using Functions of Multiple Instances
Changzhe Jiao
Alina Zare
64
5
0
09 Nov 2015
Learning with $\ell^{0}$-Graph: $\ell^{0}$-Induced Sparse Subspace
  Clustering
Learning with ℓ0\ell^{0}ℓ0-Graph: ℓ0\ell^{0}ℓ0-Induced Sparse Subspace Clustering
Yingzhen Yang
Jiashi Feng
Jianchao Yang
Thomas S. Huang
36
0
0
28 Oct 2015
Online Unmixing of Multitemporal Hyperspectral Images accounting for
  Spectral Variability
Online Unmixing of Multitemporal Hyperspectral Images accounting for Spectral Variability
Pierre-Antoine Thouvenin
N. Dobigeon
J. Tourneret
55
47
0
20 Oct 2015
Expanded Parts Model for Semantic Description of Humans in Still Images
Expanded Parts Model for Semantic Description of Humans in Still Images
Gaurav Sharma
F. Jurie
Cordelia Schmid
VLM
95
35
0
14 Sep 2015
Matrix Factorisation with Linear Filters
Matrix Factorisation with Linear Filters
Ömer Deniz Akyıldız
23
0
0
07 Sep 2015
Regression modeling on stratified data with the lasso
Regression modeling on stratified data with the lasso
E. Ollier
V. Viallon
69
32
0
22 Aug 2015
Dictionary and Image Recovery from Incomplete and Random Measurements
Dictionary and Image Recovery from Incomplete and Random Measurements
M. Aghagolzadeh
H. Radha
36
2
0
02 Aug 2015
A linear approach for sparse coding by a two-layer neural network
A linear approach for sparse coding by a two-layer neural network
A. Montalto
G. Tessitore
R. Prevete
46
7
0
06 Jul 2015
Global Optimality in Tensor Factorization, Deep Learning, and Beyond
Global Optimality in Tensor Factorization, Deep Learning, and Beyond
B. Haeffele
René Vidal
200
150
0
24 Jun 2015
Flexible Multi-layer Sparse Approximations of Matrices and Applications
Flexible Multi-layer Sparse Approximations of Matrices and Applications
Luc Le Magoarou
Rémi Gribonval
106
49
0
24 Jun 2015
Histopathological Image Classification using Discriminative
  Feature-oriented Dictionary Learning
Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning
T. Vu
Hojjat Seyed Mousavi
V. Monga
A. Rao
G. Rao
108
166
0
16 Jun 2015
Online Matrix Factorization via Broyden Updates
Online Matrix Factorization via Broyden Updates
Ömer Deniz Akyıldız
29
2
0
14 Jun 2015
A Flexible and Efficient Algorithmic Framework for Constrained Matrix
  and Tensor Factorization
A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization
Kejun Huang
N. Sidiropoulos
A. Liavas
111
172
0
13 Jun 2015
A Tensor-Based Dictionary Learning Approach to Tomographic Image
  Reconstruction
A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction
S. Soltani
M. Kilmer
P. Hansen
41
82
0
08 Jun 2015
CURL: Co-trained Unsupervised Representation Learning for Image
  Classification
CURL: Co-trained Unsupervised Representation Learning for Image Classification
Simone Bianco
G. Ciocca
C. Cusano
SSL
40
1
0
29 May 2015
Understanding and Diagnosing Visual Tracking Systems
Understanding and Diagnosing Visual Tracking Systems
Naiyan Wang
Jianping Shi
Dit-Yan Yeung
Jiaya Jia
79
355
0
23 Apr 2015
Bridging belief function theory to modern machine learning
Bridging belief function theory to modern machine learning
T. Burger
13
0
0
15 Apr 2015
Efficient Online Minimization for Low-Rank Subspace Clustering
Efficient Online Minimization for Low-Rank Subspace Clustering
Jie Shen
P. Li
Huan Xu
55
2
0
28 Mar 2015
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