1. Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory Open Access Author: Fu, Yiwei Title: Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory Graduate Program: Mechanical Engineering Keywords: Artificial IntelligenceDeep LearningRoboticsRepresentation LearningAutonomous SystemsTime Series File: Download YiweiFu-Dissertation.pdf Committee Members: Asok Ray, Dissertation Advisor/Co-AdvisorAsok Ray, Committee Chair/Co-ChairBo Cheng, Committee MemberMinghui Zhu, Outside MemberShashi Phoha, Outside MemberThomas Wettergren, Special MemberDaniel Connell Haworth, Program Head/Chair
2. 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