most citedStatistical Robustness of Empirical Risks in Machine Learning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2020★ 1 cited

Statistical Robustness of Empirical Risks in Machine Learning

Shaoyan Guo, Huifu Xu, Liwei Zhang

This paper studies convergence of empirical risks in reproducing kernel Hilbert spaces (RKHS). A conventional assumption in the existing research is that empirical training data do…

math.OC2017

Continuous Behavioural Function Equilibria and Approximation Schemes in Bayesian Games with Non-Finite Type and Action Spaces

Shaoyan Guo, Huifu Xu, Liwei Zhang

Meirowitz [17] showed existence of continuous behavioural function equilibria for Bayesian games with non-finite type and action spaces. A key condition for the proof of the existe…