1. Beyond Accurate Graph Neural Networks Open Access Author: Tang, Xianfeng Title: Beyond Accurate Graph Neural Networks Graduate Program: Information Sciences and Technology Keywords: Machine LearningData MiningGraph DataGraph Neural NetworksAdversarial AttackRobustnessFairnessExplainable Machine LearningDeep Learning File: Download Final_Dissertation_Beyond_Accurate_Graph_Neural_Networks.pdf Committee Members: Prasenjit Mitra, Dissertation Advisor/Co-AdvisorPrasenjit Mitra, Committee Chair/Co-ChairSuhang Wang, Committee Chair/Co-ChairXiang Zhang, Committee MemberWang-Chien Lee, Outside MemberMary Beth Rosson, Program Head/ChairSuhang Wang, Dissertation Advisor/Co-Advisor
2. Modeling and Influencing Online User Behavior with Machine Learning Open Access Author: Zhang, Jiasheng Title: Modeling and Influencing Online User Behavior with Machine Learning Graduate Program: Information Sciences and Technology Keywords: Online User BehaviorModeling and InfluencingMachine Learning File: Download thesis.pdf Committee Members: Dongwon Lee, Dissertation Advisor/Co-AdvisorDongwon Lee, Committee Chair/Co-ChairZhenhui Li, Committee MemberXiang Zhang, Committee MemberDavid Jonathan Miller, Outside MemberMary Beth Rosson, Program Head/Chair
3. Towards Sample Efficiency in Deep Learning Open Access Author: Jenkins, Porter Title: Towards Sample Efficiency in Deep Learning Graduate Program: Information Sciences and Technology Keywords: Deep LearningMachine LearningBayesianRepresentation Learning File: Download Final_Defense__Towards_Statistical_Efficiency_in_Deep_Learning.pdf Committee Members: Jessie Li, Dissertation Advisor/Co-AdvisorJessie Li, Committee Chair/Co-ChairSuhang Wang, Committee MemberZihan Zhou, Committee MemberEphraim Mont Hanks, Outside MemberVasant Gajanan Honavar, Program Head/Chair
