2 papers
math.OC2025
Globalized distributionally robust chance-constrained support vector machine based on core sets
Yueyao Li, Chenglong Bao, Wenxun Xing
Support vector machine (SVM) is a well known binary linear classification model in supervised learning. This paper proposes a globalized distributionally robust chance-constrained…
math.OC2024
Globalized distributionally robust optimization with multi core sets
Yueyao Li, Chenglong Bao, Wenxun Xing
It is essential to capture the true probability distribution of uncertain data in the distributionally robust optimization (DRO). The uncertain data presents multimodality in numer…