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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
982017
Multilevel stochastic gradient methods for nested composition optimization
S Yang, M Wang, EX Fang
SIAM Journal on Optimization 29 (1), 616-659, 2019
612019
Decentralized gossip-based stochastic bilevel optimization over communication networks
S Yang, X Zhang, M Wang
Advances in neural information processing systems 35, 238-252, 2022
412022
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
212017
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
202021
Information-directed selection for top-two algorithms
W You, C Qin, Z Wang, S Yang
The Thirty Sixth Annual Conference on Learning Theory, 2850-2851, 2023
112023
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
Complex Networks & Their Applications V: Proceedings of the 5th …, 2017
112017
Data-driven minimax optimization with expectation constraints
S Yang, X Li, G Lan
Operations Research, 2024
72024
Bridging adversarial and nonstationary multi-armed bandit
N Chen, S Yang, H Zhang
arXiv preprint arXiv:2201.01628, 2022
72022
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
62019
Robust linear control of nonconvex battery operation in transmission systems
D Bienstock, C Matke, G Munoz, S Yang
arXiv preprint arXiv:1610.09432, 2016
62016
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
arXiv preprint arXiv:2004.11963, 2020
52020
Online learning of independent cascade models with node-level feedback
S Yang, VA Truong
arXiv preprint arXiv:2109.02519, 2021
42021
Stochastic compositional optimization with compositional constraints
S Yang, Z Zhang, EX Fang
arXiv preprint arXiv:2209.04086, 2022
32022
Machine learning with PMU data
D Bienstock, A Shukla, M Escobar, S Yang, S Yun, A Lokhov, D Deka, ...
Proc. NASPI Work Group Meeting, 1-20, 2017
32017
Optimality conditions and algorithms for top-k arm identification
Z Wang, S Yang, W You
arXiv e-prints, arXiv: 2205.12086, 2022
22022
Selling with Recommender Systems and Price Dynamics
W Xu, S Yang
Available at SSRN 4050495, 2022
22022
Online Linearized LASSO
S Yang, Y Yan, X Zhu, Q Sun
International Conference on Artificial Intelligence and Statistics, 7594-7610, 2023
12023
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