1. Sparse Linear Time Invariant System Identification Using Weighted Lasso Open Access Author: Tutuk, Fatih Title: Sparse Linear Time Invariant System Identification Using Weighted Lasso Graduate Program: Electrical Engineering Keywords: System IdentificationSparsityLassoReweighting File: Download Fatih_Tutuk-Dissertation.pdf Committee Members: Constantino Manuel Lagoa, Thesis Advisor/Co-Advisor
2. Distributed Optimization Approaches to Nonconvex Problems Open Access Author: Ashour, Mahmoud Title: Distributed Optimization Approaches to Nonconvex Problems Graduate Program: Electrical Engineering Keywords: Distributed OptimizationNonconvex ProblemsNetwork Flow ControlSparsity File: Download Ashour-Dissertation.pdf Committee Members: Constantino Manuel Lagoa, Dissertation Advisor/Co-AdvisorConstantino Manuel Lagoa, Committee Chair/Co-ChairGeorge Kesidis, Committee MemberMinghui Zhu, Committee MemberNecdet S Aybat, Outside MemberKultegin Aydin, Program Head/Chair