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