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Shuoguang Yang
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Cited by
Year
A bounded degree SOS hierarchy for polynomial optimization
JB Lasserre, KC Toh, S Yang
EURO Journal on Computational Optimization 5 (1-2), 87-117, 2017
872017
Multilevel stochastic gradient methods for nested composition optimization
S Yang, M Wang, EX Fang
SIAM Journal on Optimization 29 (1), 616-659, 2019
412019
Simultaneous clustering and model selection: Algorithm, theory and applications
Z Li, LF Cheong, S Yang, KC Toh
IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (8), 1964-1978, 2017
172017
Robust linear control of storage in transmission systems, and extensions to robust network control problems
D Bienstock, G Muņoz, S Yang, C Matke
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 799-806, 2017
112017
Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies
C Matke, D Bienstock, G Munoz, S Yang, D Kleinhans, S Sager
International Workshop on Complex Networks and their Applications, 809-820, 2016
102016
Robust linear control of nonconvex battery operation in transmission systems
D Bienstock, C Matke, G Munoz, S Yang
arXiv preprint arXiv:1610.09432, 2016
72016
Revenue maximization and learning in products ranking
N Chen, A Li, S Yang
Proceedings of the 22nd ACM Conference on Economics and Computation, 316-317, 2021
62021
Simultaneous clustering and model selection for tensor affinities
Z Li, S Yang, LF Cheong, KC Toh
Proceedings of the IEEE conference on computer vision and pattern …, 2016
62016
Fast thompson sampling algorithm with cumulative oversampling: Application to budgeted influence maximization
S Wang, S Yang, Z Xu, VA Truong
32020
Online learning and optimization under a new linear-threshold model with negative influence
S Yang, S Wang, VA Truong
arXiv preprint arXiv:1911.03276, 2019
32019
Machine learning with PMU data
D Bienstock, A Shukla, M Escobar, S Yang, S Yun, A Lokhov, D Deka, ...
2017 NASPI Work Group Meeting, Gaithersburg, MD 9, 2017
22017
Data-Driven Minimax Optimization with Expectation Constraints
S Yang, X Li, G Lan
arXiv preprint arXiv:2202.07868, 2022
12022
Stochastic Compositional Optimization with Compositional Constraints
S Yang, Z Zhang, EX Fang
arXiv preprint arXiv:2209.04086, 2022
2022
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
S Yang, X Zhang, M Wang
arXiv preprint arXiv:2206.10870, 2022
2022
Selling with Product Recommendation: Below-Cost Pricing and Price Reversal
W Xu, S Yang
2022
Optimality Conditions and Algorithms for Top-K Arm Identification
Z Wang, S Yang, W You
arXiv preprint arXiv:2205.12086, 2022
2022
Selling with Product Recommendation and Efficient Below-Cost Pricing
W Xu, S Yang
Available at SSRN 4050495, 2022
2022
Bridging Adversarial and Nonstationary Multi-armed Bandit
N Chen, S Yang
arXiv preprint arXiv:2201.01628, 2022
2022
Online Learning of Independent Cascade Models with Node-level Feedback
S Yang, VA Truong
arXiv preprint arXiv:2109.02519, 2021
2021
Online Learning with Cumulative Oversampling: Application to Budgeted Influence Maximization
S Wang, S Yang, Z Xu, VA Truong
arXiv preprint arXiv:2004.11963, 2020
2020
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