Classification Under Strategic Self-Selection

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Classification Under Strategic Self-Selection

23 February 2024

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Papers citing "Classification Under Strategic Self-Selection"

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Title
Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality Chara Podimata 107 1 0 08 May 2025
Strategic Classification with Graph Neural Networks Itay Eilat Ben Finkelshtein Chaim Baskin Nir Rosenfeld 94 13 0 31 May 2022
Multi Stage Screening: Enforcing Fairness and Maximizing Efficiency in a Pre-Existing Pipeline Avrim Blum Kevin Stangl A. Vakilian 79 9 0 14 Mar 2022
Improving Screening Processes via Calibrated Subset Selection Lequn Wang Thorsten Joachims Manuel Gomez Rodriguez CML 62 18 0 02 Feb 2022
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 82 249 0 01 Oct 2021
PAC-Learning for Strategic Classification Ravi Sundaram A. Vullikanti Haifeng Xu Fan Yao AAML 70 43 0 06 Dec 2020
Strategic Classification is Causal Modeling in Disguise John Miller S. Milli Moritz Hardt 61 114 0 23 Oct 2019
A Reductions Approach to Fair Classification Alekh Agarwal A. Beygelzimer Miroslav Dudík John Langford Hanna M. Wallach FaML 227 1,102 0 06 Mar 2018