Shaoyan Guo

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 18

Top Topics

Nash Equilibria

Robust Optimization

Top Venues

Asia Pac. J. Oper. Res.

Math. Methods Oper. Res.

Publications

Shaoyan Guo, Huifu Xu, Liwei Zhang
Statistical Robustness of Empirical Risks in Machine Learning. J. Mach. Learn. Res. 24 (2023)
Shaoyan Guo, Hou-Duo Qi, Liwei Zhang
Perturbation analysis of the euclidean distance matrix optimization problem and its numerical implications. Comput. Optim. Appl. 86 (3) (2023)
Shaoyan Guo, Huifu Xu
Data perturbations in stochastic generalized equations: statistical robustness in static and sample average approximated models. Math. Program. 202 (1) (2023)
Erick Delage, Shaoyan Guo, Huifu Xu
Shortfall Risk Models When Information on Loss Function Is Incomplete. Oper. Res. 70 (6) (2022)
Shaoyan Guo, Huifu Xu
Robust spectral risk optimization when the subjective risk aversion is ambiguous: a moment-type approach. Math. Program. 194 (1) (2022)
Shaoyan Guo, Huifu Xu
Statistical robustness in utility preference robust optimization models. Math. Program. 190 (1) (2021)
Shaoyan Guo, Huifu Xu, Liwei Zhang
Existence and Approximation of Continuous Bayesian Nash Equilibria in Games with Continuous Type and Action Spaces. SIAM J. Optim. 31 (4) (2021)
Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Ruxu Du, Gu Xu
A discrete method for the initialization of semi-discrete optimal transport problem. Knowl. Based Syst. 212 (2021)
Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Gu Xu
Multi-projection of unequal dimension optimal transport theory for Generative Adversary Networks. Neural Networks 128 (2020)
Liwei Zhang, Shengzhe Gao, Shaoyan Guo
Statistical Inference of Second-Order Cone Programming. Asia Pac. J. Oper. Res. 36 (2) (2019)
Lipo Mo, Shaoyan Guo
Consensus of Linear Multi-Agent Systems with Persistent Disturbances via Distributed Output Feedback. J. Syst. Sci. Complex. 32 (3) (2019)
Shaoyan Guo, Huifu Xu
Distributionally robust shortfall risk optimization model and its approximation. Math. Program. 174 (1-2) (2019)
Lipo Mo, Xiaolin Yuan, YingMin Jia, Shaoyan Guo
Mean-square Quasi-composite Rotating Formation Control of Second-order Multi-agent Systems under Stochastic Communication Noises. J. Robotics Netw. Artif. Life 6 (2) (2019)
Qingsong Duan, Mengwei Xu, Shaoyan Guo, Liwei Zhang
Quantitative Stability of Two-Stage Linear Second-Order Conic Stochastic Programs with Full Random Recourse. Asia Pac. J. Oper. Res. 35 (5) (2018)
Lipo Mo, Shaoyan Guo, Yongguang Yu
Mean-square consensus of heterogeneous multi-agent systems with nonconvex constraints, Markovian switching topologies and delays. Neurocomputing 291 (2018)
Shaoyan Guo, Lipo Mo, Yongguang Yu
Mean-square consensus of heterogeneous multi-agent systems with communication noises. J. Frankl. Inst. 355 (8) (2018)
Shaoyan Guo, Huifu Xu, Liwei Zhang
Probability approximation schemes for stochastic programs with distributionally robust second-order dominance constraints. Optim. Methods Softw. 32 (4) (2017)
Shaoyan Guo, Huifu Xu, Liwei Zhang
Convergence Analysis for Mathematical Programs with Distributionally Robust Chance Constraint. SIAM J. Optim. 27 (2) (2017)
Liwei Zhang, Shaoyan Guo, Jia Wu, Shoulin Hao
Nonsingularity in matrix conic optimization induced by spectral norm via a smoothing metric projector. Math. Methods Oper. Res. 78 (3) (2013)