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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

Author:

Zheng, Xinye

Title:

Computational Approaches towards Pattern Recognition and Matching for Scientific Images

Graduate Program:

Information Sciences and Technology

Keywords:

scientific image processing
optimal transport
machine learning
scientific image processing
machine learning
optimal transport
statistical modeling

File:

Download thesis.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Anna Cinzia Squicciarini, Committee Member
Saeed M Abdullah, Committee Member
Chris Eliot Forest, Outside Member
Jia Li, Committee Chair/Co-Chair
Mary Beth Rosson, Program Head/Chair
Jia Li, Dissertation Advisor/Co-Advisor