Capuchin: Causal Database Repair for Algorithmic Fairness

21 February 2019

Papers citing "Capuchin: Causal Database Repair for Algorithmic Fairness"

5 / 5 papers shown

Title
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings Phuong Dinh Mai Duc-Trong Le Tuan-Anh Hoang Dung D. Le 43 0 0 22 Feb 2024
Marrying Fairness and Explainability in Supervised Learning Przemyslaw A. Grabowicz Nicholas Perello Aarshee Mishra FaML 51 43 0 06 Apr 2022
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals Sainyam Galhotra Romila Pradhan Babak Salimi CML 30 105 0 22 Mar 2021
Implications of Computer Vision Driven Assistive Technologies Towards Individuals with Visual Impairment Linda Wang A. Wong 27 5 0 20 May 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016