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. From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments Open Access Author: Bekiroglu, Korkut Title: From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments Graduate Program: Electrical Engineering Keywords: Adaptive InterventionRobust Treatment DesignSystem IdentificationAtomic Normmin-max Structured Robust Optimization File: Download Korkut_Dissertation.pdf Committee Members: Constantino Manuel Lagoa, Dissertation Advisor/Co-AdvisorConstantino Manuel Lagoa, Committee Chair/Co-ChairMinghui Zhu, Committee MemberKenneth Jenkins, Committee MemberStephanie Trea Lanza, Committee MemberNecdet S Aybat, Special Member