Equal Merit Does Not Imply Equality: Discrimination at Equilibrium in a Hiring market with Symmetric Agents
(
arXiv)
Serafina Kamp and Benjamin Fish
AAAI 2025
On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks
(
open review)
Donald Loveland, Jiong Zhu, Mark Heimann, Benjamin Fish, Michael T Schaub, and Danai Koutra
LoG 2023
It’s Not Fairness, and It’s Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games
(
arXiv)
Benjamin Fish and Luke Stark
EAAMO 2022
Gaps in Information Access in Social Networks (
pdf)
Benjamin Fish, Ashkan Bashardoust, danah boyd, Sorelle A. Friedler, Carlos Scheidegger, and Suresh Venkatasubramanian
WWW 2019
preprints
Last-Iterate Convergence of No-Regret Learning for Equilibria in Bargaining Games (
preprint)
Serafina Kamp, Reese Liebman, and Benjamin Fish
Manuscript
Centralization vs Decentralization in Hiring and Admissions (
preprint)
Benjamin Fish, Diptangshu Sen, and Juba Ziani
Manuscript
Who ParticipAItes? Analyzing Recruitment Strategies for Participatory AI and Facilitating Community Documentation
Gena Eugene Kim, Vaibhav Balloli, Berelian Karimian, Elizabeth Bondi-Kelly, and Benjamin Fish
Manuscript
teaching
Instructor, EECS 498/598: Foundations of Fairness in Machine Learning (Fall 2024)
Instructor, EECS 298: Introduction to the Social Consequences of Computing (Winter 2023, Winter 2024, Winter 2025)
Instructor, EECS 376: Foundations of Computer Science (Fall 2023)
Instructor, EECS 492: Introduction to Artificial Intelligence (Fall 2021, Fall 2022)
Instructor, EECS 598: Social Consequences of Computing (Winter 2022)
phd students
Serafina Kamp, Ph.D. in progress
Eugene Kim, Ph.D. in progress
