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Classification Under Strategic Self-Selection
When users stand to gain from certain predictions, they are prone to act strategically to obtain favorable predictive outcomes.
The Gatekeeper Effect: The Implications of Pre-Screening, Self-selection, and Bias for Hiring Processes
While centered on hiring, the insights and methodologies from our study have significant implications for a wide range of fields where screening and gatekeeping are integral.
A Strategyproof Mechanism for Ownership Restructuring in Privately Owned Assets
It is unclear how to restructure ownership when an asset is privately held, and there is uncertainty about the owners' subjective valuations.
Learning Approximately Optimal Contracts
Furthermore, we show that when there are only two possible outcomes or the agent is risk-neutral, the algorithm's outcome approximates the optimal contract described in the classical theory.
