Total Variation Based Image Cartoon-Texture Decomposition

Wotao Yin , Donald Goldfarb , Stanley Osher

23
2005
12
2014
A dual algorithm for a class of augmented convex models.

Wotao Yin , Hui Zhang , Lizhi Cheng
arXiv: Optimization and Control

2
2013
A fast patch-dictionary method for whole image recovery

Wotao Yin , Yangyang Xu
arXiv: Computer Vision and Pattern Recognition

7
2014
2008
Block stochastic gradient iteration for convex and nonconvex optimization

Wotao Yin , Yangyang Xu
arXiv: Optimization and Control

1
2014
Parallel matrix factorization for low-rank tensor completion

Zhixun Su , Wotao Yin , Yangyang Xu , Ruru Hao
arXiv: Numerical Analysis

22
2013
5
2012
A Fast Hybrid Algorithm for Large-Scale l 1 -Regularized Logistic Regression

Paul Sajda , Wotao Yin , Jianing Shi , Stanley Osher
Journal of Machine Learning Research 11 ( 23) 713 -741

55
2010
Collaborative Spectrum Sensing from Sparse Observations in Cognitive Radio Networks

E Hossain , Jia Meng , Zhu Han , Wotao Yin
IEEE Journal on Selected Areas in Communications 29 ( 2) 327 -337

154
2011
A Three-Operator Splitting Scheme and its Optimization Applications

Wotao Yin , Damek Davis
arXiv: Optimization and Control

36
2015
Optimal Sparse Kernel Learning for Hyperspectral Anomaly Detection

Prudhvi Gurram , Zhimin Peng , Wotao Yin , Heesung Kwon
arXiv: Learning

1
2015
TMAC: A Toolbox of Modern Async-Parallel, Coordinate, Splitting, and Stochastic Methods

Zhimin Peng , Wotao Yin , Brent Edmunds
arXiv: Optimization and Control

5
2016
The tv-l(1) model: theory, computation, and applications

Wotao Yin , Donald Goldfarb
Columbia University

2006