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Start Over Committee Member C Lee Giles Committee Member Mary Beth Rosson Committee Member Xiang Zhang

1. Multiobjective Optimization Approaches for Bias Mitigation in Machine Learning

open_access
Open Access
Author:
Kamani, Mohammad Mahdi
Title:
Multiobjective Optimization Approaches for Bias Mitigation in Machine Learning
Graduate Program:
Informatics
Keywords:
Bias Mitigation
Multiobjective Optimization
Pareto Efficient
Pareto Frontier
Class-imbalance
Bilevel Optimization
Fairness
File:
Download Kamani_Dissertation.pdf
Committee Members:
James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Xiang Zhang, Committee Member
Chris Eliot Forest, Outside Member
Mehrdad Mahdavi, Dissertation Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Chair/Co-Chair
Jia Li, Outside Member
Mary Beth Rosson, Program Head/Chair

2. Deep Reinforcement Learning for Traffic Signal Control

open_access
Open Access
Author:
Wei, Hua
Title:
Deep Reinforcement Learning for Traffic Signal Control
Graduate Program:
Information Sciences and Technology
Keywords:
reinforcement learning
traffic signal control
urban computing
File:
Download PSUThesis_Hua__5_.pdf
Committee Members:
Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Xiang Zhang, Committee Member
Vikash Varun Gayah, Outside Member
Mary Beth Rosson, Program Head/Chair