1. nonsmooth optimization with applications in network design and machine learning Open Access Author: Liu, Hongcheng Title: nonsmooth optimization with applications in network design and machine learning Graduate Program: Industrial Engineering Keywords: Nonsmooth optimizationmachine learningnetwork designfolded concave penaltysparse recovery File: Download HongchengLiu_new-Dissertation-copy.pdf Committee Members: Tao Yao, Committee Chair/Co-ChairTerry Lee Friesz, Committee Chair/Co-ChairNecdet S Aybat, Committee MemberRunze Li, Committee Member
2. DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE Open Access Author: Liu, Ning Title: DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE Graduate Program: Industrial Engineering Keywords: Data-Driven ModelingInterpretable Machine LearningHealthcare AnalyticsDrug-Drug InteractionsPatient Satisfaction File: Download NingLiu-Dissertation-FinalVersion.pdf Committee Members: Soundar Kumara, Dissertation Advisor/Co-AdvisorSoundar Kumara, Committee Chair/Co-ChairGuodong Pang, Committee MemberEunhye Song, Committee MemberTerry Harrison, Outside MemberLing Rothrock, Program Head/Chair
