2 citations · 6 across the 4 of their papers we have counts for
5 papers
Trade-offs between Group Fairness Metrics in Societal Resource Allocation
Tasfia Mashiat, Xavier Gitiaux, Huzefa Rangwala +2
We consider social resource allocations that deliver an array of scarce supports to a diverse population. Such allocations pervade social service delivery, such as provision of hom…
Incentivizing Truthfulness Through Audits in Strategic Classification
Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik
In many societal resource allocation domains, machine learning methods are increasingly used to either score or rank agents in order to decide which ones should receive either reso…
Election Control by Manipulating Issue Significance
Andrew Estornell, Sanmay Das, Edith Elkind +1
Integrity of elections is vital to democratic systems, but it is frequently threatened by malicious actors. The study of algorithmic complexity of the problem of manipulating elect…
Deception through Half-Truths
Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik
Deception is a fundamental issue across a diverse array of settings, from cybersecurity, where decoys (e.g., honeypots) are an important tool, to politics that can feature politica…
How to show a probabilistic model is better
Mithun Chakraborty, Sanmay Das, Allen Lavoie
We present a simple theoretical framework, and corresponding practical procedures, for comparing probabilistic models on real data in a traditional machine learning setting. This f…