Overview
Research focuses on algorithmic fairness in artificial intelligence, computational economics, and multi-agent systems. Research interests include computer science education, algorithms, artificial intelligence, and machine learning.
Current Appointments & Affiliations
Assistant Professor of the Practice of Computer Science
·
2020 - Present
Computer Science,
Trinity College of Arts & Sciences
Recent Publications
Fairness in the Assignment Problem with Uncertain Priorities
Conference Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS · January 1, 2023 In the assignment problem, a set of items must be allocated to unit-demand agents who express ordinal preferences (rankings) over the items. In the assignment problem with priorities, agents with higher priority are entitled to their preferred goods with r ... CiteWelfare and Fairness in Multi-objective Reinforcement Learning
Conference Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS · January 1, 2023 We study fair multi-objective reinforcement learning in which an agent must learn a policy that simultaneously achieves high reward on multiple dimensions of a vector-valued reward. Motivated by the fair resource allocation literature, we model this as an ... CiteAuditing for Gerrymandering by Identifying Disenfranchised Individuals
Conference ACM International Conference Proceeding Series · June 21, 2022 Gerrymandering is the practice of drawing congressional districts to advantage or disadvantage particular electoral outcomes or population groups. We study the problem of computationally auditing a districting for evidence of gerrymandering. Our approach i ... Full text CiteRecent Grants
NSF INCLUDES Alliance: The Alliance for Identity-Inclusive Computing Education (AIICE): A Collective Impact Approach to Broadening Participation in Computing
ResearchInvestigator · Awarded by National Science Foundation · 2021 - 2027CUE: Collaborative Research: Effective Peer Teaching Across Computing Pathways
ResearchFaculty Associate · Awarded by National Science Foundation · 2020 - 2023View All Grants
Education, Training & Certifications
Duke University ·
2019
Ph.D.