4 papers
RelAItionship Building: Analyzing Recruitment Strategies for Participatory AI
Eugene Kim, Vaibhav Balloli, Berelian Karimian +2
Participatory AI, in which impacted community members and other stakeholders are involved in the design and development of AI systems, holds promise as a way to ensure AI is develo…
Last-Iterate Convergence of No-Regret Learning for Equilibria in Bargaining Games
Serafina Kamp, Reese Liebman, Benjamin Fish
Bargaining games, where agents attempt to agree on how to split utility, are an important class of games used to study economic behavior, which motivates a study of online learning…
When Should a Principal Delegate to an Agent in Selection Processes?
Benjamin Fish, Diptangshu Sen, Juba Ziani
Decision-makers in high-stakes selection processes often face a fundamental choice: whether to make decisions themselves or to delegate authority to another entity whose incentives…
Equal Merit Does Not Imply Equality: Discrimination at Equilibrium in a Hiring Market with Symmetric Agents
Serafina Kamp, Benjamin Fish
Machine learning has grown in popularity to help assign resources and make decisions about users, which can result in discrimination. This includes hiring markets, where employers…