12 citations · 14 across the 3 of their papers we have counts for
8 papers
Best vs. All: Equity and Accuracy of Standardized Test Score Reporting
Sampath Kannan, Mingzi Niu, Aaron Roth +1
We study a game theoretic model of standardized testing for college admissions. Students are of two types; High and Low. There is a college that would like to admit the High type s…
Constrained Trading Networks
Can Kizilkale, Rakesh Vohra
Trades based on bilateral (indivisible) contracts can be represented by a network. Vertices correspond to agents while arcs represent the non-price elements of a bilateral contract…
Moment Multicalibration for Uncertainty Estimation
Christopher Jung, Changhwa Lee, Mallesh M. Pai +2
We show how to achieve the notion of "multicalibration" from Hébert-Johnson et al. [2018] not just for means, but also for variances and other higher moments. Informally, it means…
Fair Prediction with Endogenous Behavior
Christopher Jung, Sampath Kannan, Changhwa Lee +3
There is increasing regulatory interest in whether machine learning algorithms deployed in consequential domains (e.g. in criminal justice) treat different demographic groups "fair…
Algorithmic and Economic Perspectives on Fairness
David C. Parkes, Rakesh V. Vohra, other workshop participants
Algorithmic systems have been used to inform consequential decisions for at least a century. Recidivism prediction dates back to the 1920s. Automated credit scoring dates began in…
Strategic Formation and Reliability of Supply Chain Networks
Victor Amelkin, Rakesh Vohra
Supply chains are the backbone of the global economy. Disruptions to them can be costly. Centrally managed supply chains invest in ensuring their resilience. Decentralized supply c…