1. Statistical Learning with Conditional Independence and Graphical Models Restricted (Penn State Only) Author: Sheng, Tianhong Title: Statistical Learning with Conditional Independence and Graphical Models Graduate Program: Statistics Keywords: Conditional IndependenceGraphical ModelsReproducing Kernel Hilbert SpacesCross-validation File: Login to Download Committee Members: Ephraim Mont Hanks, Professor in Charge/Director of Graduate StudiesDavid Hunter, Major Field MemberBharath Kumar Sriperumbudur, Co-Chair & Dissertation AdvisorRongling Wu, Outside Unit & Field MemberBing Li, Co-Chair & Dissertation Advisor