Yin, Wotao

A New Alternating Minimization Algorithm for Total Variation Image Reconstruction

Wang, Y., Yang, J., Yin, W., & Zhang, Y. (2008) · SIAM Journal on Imaging Sciences

Image and Signal Denoising MethodsNumerical methods in inverse problems

Cited by 1,975

An Iterative Regularization Method for Total Variation-Based Image Restoration

Osher, S., Burger, M., Goldfarb, D., Xu, J., & Yin, W. (2005) · Multiscale Modeling & Simulation

Image and Signal Denoising MethodsNumerical methods in inverse problems

Cited by 1,787

EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization

Shi, W., Ling, Q., Wu, G., & Yin, W. (2015) · SIAM Journal on Optimization

Distributed Control Multi-Agent SystemsStochastic Gradient Optimization Techniques

Cited by 1,261

Iteratively reweighted algorithms for compressive sensing

Chartrand, R., & Yin, W. (2008) · 2008 IEEE International Conference on Acoustics, Speech and Signal Processing

Sparse and Compressive Sensing TechniquesMathematical Analysis and Transform Methods

Cited by 1,248

On the Linear Convergence of the ADMM in Decentralized Consensus Optimization

Shi, W., Ling, Q., Yuan, K., Wu, G., & Yin, W. (2014) · IEEE Transactions on Signal Processing

Distributed Control Multi-Agent SystemsSparse and Compressive Sensing Techniques

Cited by 820

On the Convergence of Decentralized Gradient Descent

Yuan, K., Ling, Q., & Yin, W. (2013) · arXiv

Distributed Control Multi-Agent SystemsStochastic Gradient Optimization Techniques

Cited by 635

A Proximal Gradient Algorithm for Decentralized Composite Optimization

Shi, W., Ling, Q., Wu, G., & Yin, W. (2015) · IEEE Transactions on Signal Processing

Distributed Control Multi-Agent SystemsSparse and Compressive Sensing Techniques

Cited by 307

ExtraPush for convex smooth decentralized optimization over directed networks

Zeng, J., & Yin, W. (2015) · arXiv

Distributed Control Multi-Agent SystemsStochastic Gradient Optimization Techniques

Cited by 65

Convergence rate analysis of several splitting schemes

Davis, D., & Yin, W. (2014) · arXiv

Optimization and Variational AnalysisSparse and Compressive Sensing Techniques

Cited by 13