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Online Learning for Matrix Factorization and Sparse Coding
1 August 2009
Julien Mairal
Francis R. Bach
Jean Ponce
Guillermo Sapiro
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Papers citing
"Online Learning for Matrix Factorization and Sparse Coding"
50 / 415 papers shown
Title
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Dictionary Learning for Massive Matrix Factorization
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Sparse Coding for Alpha Matting
Jubin Johnson
E. Shahrian
Hisham Cholakkal
D. Rajan
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Online Nonnegative Matrix Factorization with Outliers
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Vincent Y. F. Tan
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10 Apr 2016
Sparse Activity and Sparse Connectivity in Supervised Learning
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Doubly Random Parallel Stochastic Methods for Large Scale Learning
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22 Mar 2016
Scalable Image Retrieval by Sparse Product Quantization
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Zhiyuan Zhong
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Chun-Yen Chen
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A Single Model Explains both Visual and Auditory Precortical Coding
Honghao Shan
Matthew H Tong
G. Cottrell
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26 Feb 2016
A survey of sparse representation: algorithms and applications
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Yong-mei Xu
Jian Yang
Xuelong Li
David C. Zhang
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An improved analysis of the ER-SpUD dictionary learning algorithm
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Jelani Nelson
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Online Low-Rank Subspace Learning from Incomplete Data: A Bayesian View
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A. Rontogiannis
K. Themelis
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11 Feb 2016
Compressed Online Dictionary Learning for Fast fMRI Decomposition
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DOLPHIn - Dictionary Learning for Phase Retrieval
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Yonina C. Eldar
Julien Mairal
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06 Feb 2016
Learning a low-rank shared dictionary for object classification
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V. Monga
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Michael Elad
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Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking
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Practical Algorithms for Learning Near-Isometric Linear Embeddings
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Kayla Shapiro
Hao-Jun Michael Shi
Qi Yang
Kan Zhu
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Robust Scene Text Recognition Using Sparse Coding based Features
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Jonathan Li
David Zhang
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Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation
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Sparseness helps: Sparsity Augmented Collaborative Representation for Classification
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Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) - The
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Relaxed Majorization-Minimization for Non-smooth and Non-convex Optimization
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Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems
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Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting
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Multiple Instance Dictionary Learning using Functions of Multiple Instances
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Learning with
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Jiashi Feng
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Online Unmixing of Multitemporal Hyperspectral Images accounting for Spectral Variability
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Expanded Parts Model for Semantic Description of Humans in Still Images
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Dictionary and Image Recovery from Incomplete and Random Measurements
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A linear approach for sparse coding by a two-layer neural network
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G. Tessitore
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Global Optimality in Tensor Factorization, Deep Learning, and Beyond
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Flexible Multi-layer Sparse Approximations of Matrices and Applications
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Efficient Online Minimization for Low-Rank Subspace Clustering
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