Causal Interventions for Fairness

Causal Interventions for Fairness

6 June 2018

Joshua R. Loftus

Ricardo M. A. Silva

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Papers citing "Causal Interventions for Fairness"

11 / 11 papers shown

Title
Sequential Cohort Selection Hortence Phalonne Nana Christos Dimitrakakis 86 0 0 22 Aug 2025
FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural NetworksConference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2022 Kiarash Mohammadi Aishwarya Sivaraman G. Farnadi 218 8 0 01 Jun 2022
On Meritocracy in Optimal Set SelectionConference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2021 Thomas Kleine Buening Meirav Segal D. Basu Christos Dimitrakakis Anne-Marie George 146 3 0 23 Feb 2021
Outcome-Explorer: A Causality Guided Interactive Visual Interface for Interpretable Algorithmic Decision MakingIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 Md. Naimul Hoque Klaus Mueller CML 314 36 0 03 Jan 2021
Causal Multi-Level Fairness Vishwali Mhasawade R. Chunara 183 29 0 14 Oct 2020
Fairness in Machine Learning: A SurveyACM Computing Surveys (ACM CSUR), 2020 Simon Caton C. Haas FaML 481 787 0 04 Oct 2020
Fairness Under Feature Exemptions: Counterfactual and Observational MeasuresIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020 Sanghamitra Dutta Praveen Venkatesh Piotr (Peter) Mardziel Anupam Datta P. Grover 194 19 0 14 Jun 2020
Contrastive Fairness in Machine Learning Tapabrata (Rohan) Chakraborty A. Patra Alison Noble FaML 347 8 0 17 May 2019
Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality A. Khademi Sanghack Lee David Foley Vasant Honavar FaML 130 99 0 27 Mar 2019
Racial categories in machine learning Sebastian Benthall Bruce D. Haynes FaML 154 132 0 28 Nov 2018
Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data David Madras Elliot Creager T. Pitassi R. Zemel FaML 189 140 0 07 Sep 2018