Extra: An exact first-order algorithm for decentralized consensus optimization W Shi, Q Ling, G Wu, W Yin SIAM Journal on Optimization 25 (2), 944-966, 2015 | 1311 | 2015 |
Achieving geometric convergence for distributed optimization over time-varying graphs A Nedić, A Olshevsky, W Shi SIAM Journal on Optimization 27 (4), 2597-2633, 2017 | 994 | 2017 |
On the linear convergence of the ADMM in decentralized consensus optimization W Shi, Q Ling, K Yuan, G Wu, W Yin IEEE Transactions on Signal Processing 62 (7), 1750-1761, 2014 | 907 | 2014 |
Federated learning of predictive models from federated Electronic Health Records TS Brisimi, R Chen, T Mela, A Olshevsky, IC Paschalidis, W Shi International journal of medical informatics 112, 59-67, 2018 | 892 | 2018 |
A push-pull gradient method for distributed optimization in networks S Pu, W Shi, J Xu, A Nedić 2018 IEEE Conference on Decision and Control (CDC), 3385-3390, 2018 | 366 | 2018 |
A Proximal Gradient Algorithm for Decentralized Composite Optimization W Shi, Q Ling, G Wu, W Yin IEEE Transactions on Signal Processing 63 (22), 6013-6023, 2015 | 327 | 2015 |
A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates Z Li, W Shi, M Yan arXiv preprint arXiv:1704.07807, 2017 | 263 | 2017 |
DLM: Decentralized Linearized Alternating Direction Method of Multipliers Q Ling, W Shi, G Wu, A Ribeiro IEEE Transactions on Signal Processing 63 (15), 4051-4064, 2014 | 212 | 2014 |
Geometrically convergent distributed optimization with uncoordinated step-sizes A Nedić, A Olshevsky, W Shi, CA Uribe 2017 American Control Conference (ACC), 3950-3955, 2017 | 171 | 2017 |
Distributed voltage control in distribution networks: Online and robust implementations HJ Liu, W Shi, H Zhu IEEE Transactions on Smart Grid 9 (6), 6106-6117, 2018 | 143 | 2018 |
A decentralized second-order method with exact linear convergence rate for consensus optimization A Mokhtari, W Shi, Q Ling, A Ribeiro IEEE Transactions on Signal and Information Processing over Networks 2 (4 …, 2016 | 137 | 2016 |
Decentralized quadratically approximated alternating direction method of multipliers A Mokhtari, W Shi, Q Ling, A Ribeiro 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015 | 137 | 2015 |
Distributed Nash equilibrium seeking under partial-decision information via the alternating direction method of multipliers F Salehisadaghiani, W Shi, L Pavel Automatica 103, 27-35, 2019 | 90 | 2019 |
Geometric Convergence of Gradient Play Algorithms for Distributed Nash Equilibrium Seeking T Tatarenko, W Shi, A Nedich arXiv preprint arXiv:1809.07383, 2018 | 89 | 2018 |
Improved convergence rates for distributed resource allocation A Nedić, A Olshevsky, W Shi 2018 IEEE Conference on Decision and Control (CDC), 172-177, 2018 | 80 | 2018 |
Hybrid Voltage Control in Distribution Networks Under Limited Communication Rates HJ Liu, W Shi, H Zhu IEEE Transactions on Smart Grid, 2018 | 60 | 2018 |
Decentralized dynamic optimization for power network voltage control HJ Liu, W Shi, H Zhu IEEE Transactions on Signal and Information Processing over Networks 3 (3 …, 2017 | 55 | 2017 |
Weighted ADMM for Fast Decentralized Network Optimization Q Ling, Y Liu, W Shi, Z Tian IEEE Transactions on Signal Processing 64 (22), 5930-5942, 2016 | 49 | 2016 |
Accelerated Gradient Play Algorithm for Distributed Nash Equilibrium Seeking T Tatarenko, W Shi, A Nedić 2018 IEEE Conference on Decision and Control (CDC), 3561-3566, 2018 | 37 | 2018 |
Expander graph and communication-efficient decentralized optimization YT Chow, W Shi, T Wu, W Yin Signals, Systems and Computers, 2016 50th Asilomar Conference on, 1715-1720, 2016 | 32 | 2016 |