TARA: Training and Representation Alteration for AI Fairness and Domain
Generalization

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TARA: Training and Representation Alteration for AI Fairness and Domain Generalization

11 December 2020

William Paul

Philippe Burlina

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Papers citing "TARA: Training and Representation Alteration for AI Fairness and Domain Generalization"

9 / 9 papers shown

Title
Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling Wendy Hui Wai Kwong Lau FaML 51 3 0 19 Oct 2023
Survey of Trustworthy AI: A Meta Decision of AI Caesar Wu Yuan-Fang Li Pascal Bouvry 104 3 0 01 Jun 2023
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility William Paul P. Mathew F. Alajaji Philippe Burlina 33 2 0 15 Feb 2023
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures A. Gronowski William Paul F. Alajaji Bahman Gharesifard Philippe Burlina FaML 77 3 0 20 Jun 2022
Renyi Fair Information Bottleneck for Image Classification A. Gronowski William Paul F. Alajaji Bahman Gharesifard Philippe Burlina FaML 52 7 0 09 Mar 2022
Robustness and Adaptation to Hidden Factors of Variation William Paul Philippe Burlina 51 0 0 03 Mar 2022
EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation Haolin Yuan Armin Hadzic William Paul D. Flores P. Mathew J. Aucott Yinzhi Cao Philippe Burlina 28 2 0 28 Feb 2022
Adaptation and Generalization for Unknown Sensitive Factors of Variations William Paul Philippe Burlina AAML 77 0 0 28 Jul 2021
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 106 653 0 04 Oct 2020