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
2. STUDY NON-LINEAR RELATION BETWEEN THE HIPPOCAMPUS AND THE BRAIN CORTEX Open Access Author: Zhang, Shuqi Title: STUDY NON-LINEAR RELATION BETWEEN THE HIPPOCAMPUS AND THE BRAIN CORTEX Area of Honors: Computer Engineering Keywords: Kernel MethodsAdaptive FilterEpilepsysliding windowfixed budget File: Download thesis_shuqi.pdf Thesis Supervisors: Mohamed Khaled Almekkawy, Thesis SupervisorChitaranjan Das, Thesis Honors Advisor