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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
Modelling hidden structure of signals in group data analysis with
  modified (Lr, 1) and block-term decompositions
Modelling hidden structure of signals in group data analysis with modified (Lr, 1) and block-term decompositions
P. Kharyuk
Ivan Oseledets
21
0
0
07 Aug 2018
Higher Order Langevin Monte Carlo Algorithm
Higher Order Langevin Monte Carlo Algorithm
Sotirios Sabanis
Ying Zhang
97
23
0
02 Aug 2018
Global Optimality in Separable Dictionary Learning with Applications to
  the Analysis of Diffusion MRI
Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI
Evan Schwab
B. Haeffele
René Vidal
N. Charon
OODMedIm
51
2
0
15 Jul 2018
A comprehensive study of sparse representation techniques for offline
  signature verification
A comprehensive study of sparse representation techniques for offline signature verification
E. Zois
Dimitrios Tsourounis
Ilias Theodorakopoulos
A. Kesidis
G. Economou
74
34
0
13 Jul 2018
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction
P. Song
L. Weizman
João F. C. Mota
Yonina C. Eldar
M. Rodrigues
61
59
0
26 Jun 2018
Multimodal Image Denoising based on Coupled Dictionary Learning
Multimodal Image Denoising based on Coupled Dictionary Learning
P. Song
M. Rodrigues
56
6
0
26 Jun 2018
Convolutional sparse coding for capturing high speed video content
Convolutional sparse coding for capturing high speed video content
Ana Serrano
Elena Garces
Diego F. F. Gutierrez
B. Masiá
29
7
0
13 Jun 2018
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional
  Neural Networks
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks
Jeremias Sulam
Aviad Aberdam
Amir Beck
Michael Elad
138
93
0
02 Jun 2018
Analysis of Fast Structured Dictionary Learning
Analysis of Fast Structured Dictionary Learning
S. Ravishankar
A. Ma
Deanna Needell
57
12
0
31 May 2018
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis
Daan Wynen
Cordelia Schmid
Julien Mairal
76
27
0
28 May 2018
Compressed Dictionary Learning
Compressed Dictionary Learning
Karin Schnass
Flávio C. A. Teixeira
62
5
0
02 May 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary
Online Convolutional Sparse Coding with Sample-Dependent Dictionary
Yaqing Wang
Quanming Yao
James T. Kwok
L. Ni
37
6
0
27 Apr 2018
Dictionary learning -- from local towards global and adaptive
Dictionary learning -- from local towards global and adaptive
Marie Christine Pali
Karin Schnass
CLL
71
5
0
19 Apr 2018
Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning
Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning
Hongyu Xu
Jingjing Zheng
A. Alavi
Rama Chellappa
OOD
43
7
0
12 Apr 2018
Online convex optimization and no-regret learning: Algorithms,
  guarantees and applications
Online convex optimization and no-regret learning: Algorithms, guarantees and applications
E. V. Belmega
P. Mertikopoulos
Romain Negrel
L. Sanguinetti
28
43
0
12 Apr 2018
Learning a Text-Video Embedding from Incomplete and Heterogeneous Data
Learning a Text-Video Embedding from Incomplete and Heterogeneous Data
Antoine Miech
Ivan Laptev
Josef Sivic
84
235
0
07 Apr 2018
Sparse Gaussian ICA
Sparse Gaussian ICA
Nilin Abrahamsen
Philippe Rigollet
CML
61
3
0
02 Apr 2018
Learning Structure and Strength of CNN Filters for Small Sample Size
  Training
Learning Structure and Strength of CNN Filters for Small Sample Size Training
Rohit Keshari
Mayank Vatsa
Richa Singh
A. Noore
58
82
0
30 Mar 2018
Connectionist Recommendation in the Wild: On the utility and
  scrutability of neural networks for personalized course guidance
Connectionist Recommendation in the Wild: On the utility and scrutability of neural networks for personalized course guidance
Z. Pardos
Zihao Fan
Weijie Jiang
HAI
58
75
0
26 Mar 2018
Patchwise object tracking via structural local sparse appearance model
Patchwise object tracking via structural local sparse appearance model
Hossein Kashiyani
S. B. Shokouhi
34
2
0
16 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss
Maintaining Natural Image Statistics with the Contextual Loss
Roey Mechrez
Itamar Talmi
Firas Shama
Lihi Zelnik-Manor
GAN
74
94
0
13 Mar 2018
Learning Discriminative Multilevel Structured Dictionaries for
  Supervised Image Classification
Learning Discriminative Multilevel Structured Dictionaries for Supervised Image Classification
Jeremy Aghaei Mazaheri
Elif Vural
C. Labit
C. Guillemot
24
0
0
28 Feb 2018
Subspace Network: Deep Multi-Task Censored Regression for Modeling
  Neurodegenerative Diseases
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases
Mengying Sun
Inci M. Baytas
Liang Zhan
Zhangyang Wang
Jiayu Zhou
22
9
0
19 Feb 2018
SCK: A sparse coding based key-point detector
SCK: A sparse coding based key-point detector
Thanh Hong-Phuoc
Yifeng He
L. Guan
15
4
0
07 Feb 2018
Weakly-supervised Dictionary Learning
Weakly-supervised Dictionary Learning
Zeyu You
Raviv Raich
Xiaoli Z. Fern
Jinsub Kim
29
11
0
05 Feb 2018
Information Assisted Dictionary Learning for fMRI data analysis
Information Assisted Dictionary Learning for fMRI data analysis
Manuel Morante
Y. Kopsinis
Sergios Theodoridis
Athanassios Protopapas
33
10
0
05 Feb 2018
Analysis of Fast Alternating Minimization for Structured Dictionary
  Learning
Analysis of Fast Alternating Minimization for Structured Dictionary Learning
S. Ravishankar
A. Ma
Deanna Needell
30
0
0
01 Feb 2018
End-to-End Fine-Grained Action Segmentation and Recognition Using
  Conditional Random Field Models and Discriminative Sparse Coding
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding
E. Mavroudi
Divya Bhaskara
S. Sefati
Haider Ali
René Vidal
CML
63
27
0
29 Jan 2018
Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained
  Matrix Factorization
Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization
Binghui Wang
Chuang Lin
37
0
0
27 Jan 2018
Informed Group-Sparse Representation for Singing Voice Separation
Informed Group-Sparse Representation for Singing Voice Separation
T. Chan
Yi-Hsuan Yang
41
14
0
09 Jan 2018
Online Forecasting Matrix Factorization
Online Forecasting Matrix Factorization
San Gultekin
John Paisley
AI4TS
54
21
0
23 Dec 2017
Mathematics of Deep Learning
Mathematics of Deep Learning
René Vidal
Joan Bruna
Raja Giryes
Stefano Soatto
OOD
70
120
0
13 Dec 2017
Basic Thresholding Classification
Basic Thresholding Classification
Mehmet Altan Toksoz
20
0
0
08 Dec 2017
Learning Sparse Adversarial Dictionaries For Multi-Class Audio
  Classification
Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification
Vaisakh Shaj
Puranjoy Bhattacharya
21
0
0
02 Dec 2017
Deep Image Prior
Deep Image Prior
Dmitry Ulyanov
Andrea Vedaldi
Victor Lempitsky
SupR
180
3,176
0
29 Nov 2017
Interpretable probabilistic embeddings: bridging the gap between topic
  models and neural networks
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks
Anna Potapenko
Artem Popov
K. Vorontsov
BDL
34
14
0
11 Nov 2017
Minimax estimation in linear models with unknown design over finite
  alphabets
Minimax estimation in linear models with unknown design over finite alphabets
Merle Behr
Axel Munk
37
2
0
11 Nov 2017
Stochastic variance reduced multiplicative update for nonnegative matrix
  factorization
Stochastic variance reduced multiplicative update for nonnegative matrix factorization
Hiroyuki Kasai
33
11
0
30 Oct 2017
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online
  Video Denoising
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising
Bihan Wen
S. Ravishankar
Y. Bresler
57
34
0
03 Oct 2017
Online and Distributed Robust Regressions under Adversarial Data
  Corruption
Online and Distributed Robust Regressions under Adversarial Data Corruption
Xuchao Zhang
Liang Zhao
Arnold P. Boedihardjo
Chang-Tien Lu
56
13
0
02 Oct 2017
Fast online low-rank tensor subspace tracking by CP decomposition using
  recursive least squares from incomplete observations
Fast online low-rank tensor subspace tracking by CP decomposition using recursive least squares from incomplete observations
Hiroyuki Kasai
39
28
0
29 Sep 2017
Multi-Agent Distributed Lifelong Learning for Collective Knowledge
  Acquisition
Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition
Mohammad Rostami
Soheil Kolouri
Kyungnam Kim
Eric Eaton
FedMLCLL
80
35
0
15 Sep 2017
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix
  Factorization
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization
Nasser Mohammadiha
Paris Smaragdis
A. Leijon
82
389
0
15 Sep 2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction
Harshit Gupta
Kyong Hwan Jin
H. Nguyen
Michael T. McCann
M. Unser
3DV
123
368
0
06 Sep 2017
First and Second Order Methods for Online Convolutional Dictionary
  Learning
First and Second Order Methods for Online Convolutional Dictionary Learning
Jialin Liu
Cristina Garcia-Cardona
B. Wohlberg
W. Yin
118
27
0
31 Aug 2017
Multi-view Low-rank Sparse Subspace Clustering
Multi-view Low-rank Sparse Subspace Clustering
Maria Brbic
I. Kopriva
91
392
0
29 Aug 2017
Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms,
  and Applications
Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications
B. Haeffele
René Vidal
95
67
0
25 Aug 2017
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised
  non-linear dictionary learning
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning
M. Schmitz
Matthieu Heitz
Nicolas Bonneel
Fred-Maurice Ngole-Mboula
D. Coeurjolly
Marco Cuturi
Gabriel Peyré
Jean-Luc Starck
OT
116
137
0
07 Aug 2017
Learning Sparse Representations in Reinforcement Learning with Sparse
  Coding
Learning Sparse Representations in Reinforcement Learning with Sparse Coding
Lei Le
Raksha Kumaraswamy
Martha White
OffRLSSL
60
25
0
26 Jul 2017
Compressed Factorization: Fast and Accurate Low-Rank Factorization of
  Compressively-Sensed Data
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data
Vatsal Sharan
Kai Sheng Tai
Peter Bailis
Gregory Valiant
109
7
0
25 Jun 2017
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