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02/13/2023
Converging to Stability in Two-Sided Bandits: The Case of Unknown Preferences on Both Sides of a Matching Market
We study the problem of repeated two-sided matching with uncertain prefe...
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12/08/2022
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources
Individual-level data (microdata) that characterizes a population, is es...
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02/24/2022
Trade-offs between Group Fairness Metrics in Societal Resource Allocation
We consider social resource allocations that deliver an array of scarce ...
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11/10/2021
Local Justice and the Algorithmic Allocation of Societal Resources
AI is increasingly used to aid decision-making about the allocation of s...
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12/16/2020
Incentivizing Truthfulness Through Audits in Strategic Classification
In many societal resource allocation domains, machine learning methods a...
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07/19/2020
Election Control by Manipulating Issue Significance
Integrity of elections is vital to democratic systems, but it is frequen...
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11/14/2019
Deception through Half-Truths
Deception is a fundamental issue across a diverse array of settings, fro...
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02/11/2015
How to show a probabilistic model is better
We present a simple theoretical framework, and corresponding practical p...
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02/14/2012
Near-Optimal Target Learning With Stochastic Binary Signals
We study learning in a noisy bisection model: specifically, Bayesian alg...
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09/08/2010