1. Improved generative modeling approaches for semi-supervised and domain adaptive classifier learning from labels and constraints Open Access Author: Raghuram, Jayaram Title: Improved generative modeling approaches for semi-supervised and domain adaptive classifier learning from labels and constraints Graduate Program: Electrical Engineering Keywords: semisupervised classificationsemisupervised constraint based learningclassifier domain adaptationmachine learning File: Download Jayaram-Dissertation.pdf Committee Members: David Jonathan Miller, Dissertation Advisor/Co-AdvisorDavid Jonathan Miller, Committee Chair/Co-ChairGeorge Kesidis, Committee MemberKenneth Jenkins, Committee MemberDr Yu Zhang, Committee Member