Fair Causal Feature Selection

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Fair Causal Feature Selection

17 June 2023

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Papers citing "Fair Causal Feature Selection"

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Title
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
Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning Zhaolong Ling Kui Yu Yiwen Zhang Lin Liu Jiuyong Li CML 68 30 0 11 Mar 2021
Survey on Causal-based Machine Learning Fairness Notions K. Makhlouf Sami Zhioua C. Palamidessi FaML 93 85 0 19 Oct 2020
A Unified View of Causal and Non-causal Feature Selection Kui Yu Lin Liu Jiuyong Li CML 53 98 0 16 Feb 2018
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 228 1,588 0 20 Mar 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 236 4,341 0 07 Oct 2016
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 225 636 0 03 Nov 2015