Shi, Wei

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

Achieving Geometric Convergence for Distributed Optimization Over Time-Varying Graphs

Nedić, A., Olshevsky, A., & Shi, W. (2017) · SIAM Journal on Optimization

Distributed Control Multi-Agent SystemsOptimization and Variational Analysis

Cited by 1,069

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

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

Geometrically convergent distributed optimization with uncoordinated step-sizes

Nedic, A., Olshevsky, A., Shi, W., & Uribe, C. A. (2017) · 2017 American Control Conference (ACC)

Distributed Control Multi-Agent SystemsStochastic Gradient Optimization Techniques

Cited by 145