1. Interpretable Statistical Learning: From Hidden Markov Models to Neural Networks Open Access Author: Seo, Beomseok Title: Interpretable Statistical Learning: From Hidden Markov Models to Neural Networks Graduate Program: Statistics Keywords: Interpretable Machine LearningNonlinear Regression and ClassificationUnsupervised Variable SelectionClustering StabilityInterpretable Neural Networks File: Download BeomseokSeo-Dissertation.pdf Committee Members: Ephraim Hanks, Major Field MemberLin Lin, Co-Chair of CommitteeJia Li, Co-Chair & Dissertation AdvisorJohn Yen, Outside Unit & Field MemberEphraim Mont Hanks, Program Head/Chair