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Online Learning for Matrix Factorization and Sparse Coding

1 August 2009

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

50 / 415 papers shown

Title
Simultaneous Sparse Dictionary Learning and Pruning Simeng Qu Xiao Wang 34 1 0 25 May 2016
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 Alec Koppel Garrett A. Warnell Ethan Stump Alejandro Ribeiro 72 35 0 03 May 2016
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 Jubin Johnson E. Shahrian Hisham Cholakkal D. Rajan 59 39 0 11 Apr 2016
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 Markus Thom G. Palm 144 49 0 28 Mar 2016
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 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 Honghao Shan Matthew H Tong G. Cottrell 18 3 0 26 Feb 2016
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 Jarosław Błasiok Jelani Nelson 61 13 0 18 Feb 2016
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 A. Mensch Gaël Varoquaux Bertrand Thirion 26 32 0 08 Feb 2016
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 T. Vu V. Monga 96 32 0 31 Jan 2016
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 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 Pranay Dighe Gil Luyet Afsaneh Asaei H. Bourlard 26 29 0 22 Jan 2016
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 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 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 Danish Yogesh Dahiya Partha P. Talukdar 15 0 0 06 Dec 2015
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 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 $\ell_0$ Method S. Ravishankar R. Nadakuditi Jeffrey A. Fessler 81 7 0 27 Nov 2015
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 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 S. Ravishankar R. Nadakuditi Jeffrey A. Fessler 86 39 0 19 Nov 2015
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 Canyi Lu Huan Li Zhouchen Lin Shuicheng Yan 136 19 0 14 Nov 2015
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 Changzhe Jiao Alina Zare 64 5 0 09 Nov 2015
$Learning with $\ell^{0}$-Graph: $\ell^{0}$-Induced Sparse Subspace Clustering$ Learning with $\ell^{0}$ -Graph: $\ell^{0}$ -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 Pierre-Antoine Thouvenin N. Dobigeon J. Tourneret 55 47 0 20 Oct 2015
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 Ömer Deniz Akyıldız 23 0 0 07 Sep 2015
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 M. Aghagolzadeh H. Radha 36 2 0 02 Aug 2015
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 B. Haeffele René Vidal 200 150 0 24 Jun 2015
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 T. Vu Hojjat Seyed Mousavi V. Monga A. Rao G. Rao 108 166 0 16 Jun 2015
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 Kejun Huang N. Sidiropoulos A. Liavas 111 172 0 13 Jun 2015
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 Simone Bianco G. Ciocca C. Cusano SSL 40 1 0 29 May 2015
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 T. Burger 13 0 0 15 Apr 2015
Efficient Online Minimization for Low-Rank Subspace Clustering Jie Shen P. Li Huan Xu 55 2 0 28 Mar 2015