Individual Fairness in Bayesian Neural Networks

21 April 2023

Papers citing "Individual Fairness in Bayesian Neural Networks"

7 / 7 papers shown

Title
Probabilistic Verification of Neural Networks using Branch and Bound David Boetius Stefan Leue Tobias Sutter 34 0 0 27 May 2024
Certification of Distributional Individual Fairness Matthew Wicker Vihari Piratla Adrian Weller 19 1 0 20 Nov 2023
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces A. Ehyaei Kiarash Mohammadi Amir-Hossein Karimi Samira Samadi G. Farnadi AAML 6 2 0 17 Aug 2023
Adversarial Robustness Certification for Bayesian Neural Networks Matthew Wicker A. Patané Luca Laurenti Marta Z. Kwiatkowska AAML 11 3 0 23 Jun 2023
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam Mohammad Emtiyaz Khan Didrik Nielsen Voot Tangkaratt Wu Lin Y. Gal Akash Srivastava ODL 74 266 0 13 Jun 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016