1. Collaborative Learning From Heterogeneous Sources with Provable Guarantees Open Access Author: Deng, Yuyang Title: Collaborative Learning From Heterogeneous Sources with Provable Guarantees Graduate Program: Computer Science and Engineering Keywords: Federated learningCollaborative learningoptimization File: Download Thesis__Collaborative_Learning__2_.pdf Committee Members: Chitaranjan Das, Program Head/ChairRui Zhang, Major Field MemberNecdet Aybat, Outside Unit & Field MemberMehrdad Mahdavi, Chair & Dissertation AdvisorJing Yang, Major Field Member