1. Topics in Statistical Machine Learning Theory Open Access Author: Yuan, Zhenyuan Title: Topics in Statistical Machine Learning Theory Area of Honors: Electrical Engineering Keywords: Discriminant AnalysisEM AlgorithmPrinciple Component AnalysisKernel MethodsMulti-class Classification File: Download honors-thesis.pdf Thesis Supervisors: Bharath Kumar Sriperumbudur, Thesis SupervisorDr. Timothy Joseph Kane, Thesis Honors Advisor