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Start Over Graduate Program Information Sciences and Technology Year 2018 Keyword machine learning

1. Computational Modeling of Compositional and Relational Data Using Optimal Transport and Probabilistic Models

open_access
Open Access
Author:
Ye, Jianbo
Title:
Computational Modeling of Compositional and Relational Data Using Optimal Transport and Probabilistic Models
Graduate Program:
Information Sciences and Technology
Keywords:
machine learning
optimal transport
optimization
File:
Download jianbo-ye-thesis_fix.pdf
Committee Members:
James Z. Wang, Dissertation Advisor/Co-Advisor
James Z. Wang, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Zhenhui Jessie Li, Committee Member
Reginald B. Adams, Outside Member
Jia Li, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair

2. Coordinated Local Learning Algorithms for Continuously Adaptive Neural Systems

open_access
Open Access
Author:
Ororbia, Alexander Gabriel
Title:
Coordinated Local Learning Algorithms for Continuously Adaptive Neural Systems
Graduate Program:
Information Sciences and Technology
Keywords:
artificial intelligence
artificial neural networks
local learning
neurocognitive
machine learning
lifelong learning
File:
Download ororbia-dissertation-july10-2018.pdf
Committee Members:
C. Lee Giles, Dissertation Advisor/Co-Advisor
C. Lee Giles, Committee Chair/Co-Chair
David Reitter, Committee Member
Vasant Honavar, Committee Member
Daniel Kifer, Outside Member