Fair Inference On Outcomes

29 May 2017

Papers citing "Fair Inference On Outcomes"

9 / 9 papers shown

Title
Transparency and Proportionality in Post-Processing Algorithmic Bias Correction Juliett Suárez Ferreira Marija Slavkovik Jorge Casillas 32 0 0 23 May 2025
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 369 1 0 28 Feb 2025
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses Sourbh Bhadane Joris Mooij Philip A. Boeken O. Zoeter 113 0 0 17 Feb 2025
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing Jitao Wang C. Shi John D. Piette Joshua R. Loftus Donglin Zeng Zhenke Wu OffRL 94 0 0 10 Jan 2025
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges Usman Gohar Zeyu Tang Jialu Wang Kun Zhang Peter Spirtes Yang Liu Lu Cheng FaML 92 3 0 10 Jun 2024
(Im)possibility of Collective Intelligence Krikamol Muandet 154 6 0 05 Jun 2022
Fairness Violations and Mitigation under Covariate Shift Harvineet Singh Rina Singh Vishwali Mhasawade R. Chunara OOD 41 15 0 02 Nov 2019
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 125 1,978 0 11 Dec 2014
Direct and Indirect Effects Judea Pearl CML 67 2,162 0 10 Jan 2013