1. Topics on Nonconvex Learning Open Access Author: Liu, Bingyuan Title: Topics on Nonconvex Learning Graduate Program: Statistics Keywords: Nonconvex optimizationmachine learningstatistical learningdeep learning File: Download Thesis_BingyuanLiu.pdf Committee Members: Lingzhou Xue, Dissertation Advisor/Co-AdvisorRunze Li, Committee MemberBing Li, Committee MemberYanyuan Ma, Committee MemberZihan Zhou, Outside MemberEphraim Mont Hanks, Program Head/ChairLingzhou Xue, Committee Chair/Co-Chair