Group Fairness by Probabilistic Modeling with Latent Fair Decisions

18 September 2020

Papers citing "Group Fairness by Probabilistic Modeling with Latent Fair Decisions"

7 / 7 papers shown

Title
Image Inpainting via Tractable Steering of Diffusion Models Hoang Trung-Dung Mathias Niepert Guy Van den Broeck DiffM TPM 43 16 0 28 Nov 2023
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables Ruta Binkyt.e D. Gorla C. Palamidessi FaML 30 1 0 06 Jul 2023
Scaling Up Probabilistic Circuits by Latent Variable Distillation Hoang Trung-Dung Honghua Zhang Guy Van den Broeck TPM 25 25 0 10 Oct 2022
Certifying Some Distributional Fairness with Subpopulation Decomposition Mintong Kang Linyi Li Maurice Weber Yang Liu Ce Zhang Bo Li OOD 61 15 0 31 May 2022
Latent Space Smoothing for Individually Fair Representations Momchil Peychev Anian Ruoss Mislav Balunović Maximilian Baader Martin Vechev FaML 38 19 0 26 Nov 2021
Lossless Compression with Probabilistic Circuits Hoang Trung-Dung Stephan Mandt Guy Van den Broeck TPM 21 21 0 23 Nov 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016