Zhou Wang, Summer, 2024
Thesis: Set-valued Classification and Conformal Prediction in Out-of-distribution Detection and Bandit Feedback Settings
Haomiao Meng, Spring, 2020
Thesis: Machine Learning Methods on Selected Topics of Precision Medicine
Chen Liang, Fall, 2019 (Co-advisor Ganggang Xu)
Thesis: Goodness-of-fit Tests for Spatial Cluster Point Process Models
Wenbo Wang, Spring, 2019
Thesis: Set-Valued Classification Via Confidence Set Learning
Lin Yao, Spring, 2019 (Co-advisor Ganggang Xu)
Thesis: James-Stein-Type Optimal Weight Choice for Frequentist Model Average Estimator
Qiyi Lu, Fall, 2015
Thesis: Learning Partially Labeled Data in the High-dimensional, Low-sample Size Setting