Shi Pu 濮实
Shi Pu 濮实
Assistant Professor, The Chinese University of Hong Kong, Shenzhen, China
Verified email at cuhk.edu.cn - Homepage
Title
Cited by
Cited by
Year
Push-pull gradient methods for distributed optimization in networks
S Pu, W Shi, J Xu, A Nedic
IEEE Transactions on Automatic Control, 2020
1062020
Distributed Stochastic Gradient Tracking Methods
S Pu, A Nedić
Mathematical Programming, 1-49, 2020
852020
A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent
S Pu, A Olshevsky, IC Paschalidis
arXiv preprint arXiv:1906.02702, 2019
20*2019
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning
S Pu, A Olshevsky, IC Paschalidis
arXiv preprint arXiv:1906.12345, 2019
16*2019
A flocking-based approach for distributed stochastic optimization
S Pu, A Garcia
Operations Research 66 (1), 267-281, 2018
142018
Swarming for Faster Convergence in Stochastic Optimization
S Pu, A Garcia
SIAM Journal on Control and Optimization 56 (4), 2997-3020, 2018
112018
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning: Examining Distributed and Centralized Stochastic Gradient Descent
S Pu, A Olshevsky, IC Paschalidis
IEEE Signal Processing Magazine 37 (3), 114-122, 2020
102020
Noise reduction by swarming in social foraging
S Pu, A Garcia, Z Lin
IEEE Transactions on Automatic Control 61 (12), 4007-4013, 2016
82016
A general framework for decentralized optimization with first-order methods
R Xin, S Pu, A Nedić, UA Khan
Proceedings of the IEEE 108 (11), 1869-1889, 2020
62020
Iterative mechanisms for electricity markets
S Pu, A Garcia
arXiv preprint arXiv:1608.08987, 2016
42016
A robust gradient tracking method for distributed optimization over directed networks
S Pu
2020 59th IEEE Conference on Decision and Control (CDC), 2335-2341, 2020
22020
An Online Mechanism for Resource Allocation in Networks
S Pu, JJ Escudero-Garzás, A Garcia, S Shahrampour
IEEE Transactions on Control of Network Systems 7 (3), 1140-1150, 2020
12020
Compressed Gradient Tracking for Decentralized Optimization with Linear Convergence
Z Li, Y Liao, K Huang, S Pu
arXiv preprint arXiv:2103.13748, 2021
2021
Erratum: Swarming for Faster Convergence in Stochastic Optimization
S Pu, A Garcia
SIAM Journal on Control and Optimization 56 (6), 4488-4492, 2018
2018
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