Achieving non-discrimination in prediction

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Achieving non-discrimination in prediction

28 February 2017

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Papers citing "Achieving non-discrimination in prediction"

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Title
InSaAF: Incorporating Safety through Accuracy and Fairness \| Are LLMs ready for the Indian Legal Domain? Yogesh Tripathi Raghav Donakanti Sahil Girhepuje Ishan Kavathekar Bhaskara Hanuma Vedula Gokul S Krishnan Shreya Goyal Anmol Goel Balaraman Ravindran Ponnurangam Kumaraguru ALM AILaw ELM 61 2 0 16 Feb 2024
Discrimination and Class Imbalance Aware Online Naive Bayes Maryam Badar M. Fisichella Vasileios Iosifidis Wolfgang Nejdl FaML 30 1 0 09 Nov 2022
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 105 177 0 14 Jul 2022
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 312 500 0 31 Dec 2020
Fairness-aware Agnostic Federated Learning Wei Du Depeng Xu Xintao Wu Hanghang Tong FedML 90 131 0 10 Oct 2020
Visual Analysis of Discrimination in Machine Learning Qianwen Wang Zhen Xu Zhutian Chen Yong Wang Shixia Liu Huamin Qu FaML 46 39 0 30 Jul 2020
Ensuring Fairness under Prior Probability Shifts Arpita Biswas Suvam Mukherjee OOD 66 34 0 06 May 2020
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models Qianwen Wang W. Alexander J. Pegg Huamin Qu Min Chen VLM 63 10 0 12 Feb 2020
On Discrimination Discovery and Removal in Ranked Data using Causal Graph Yongkai Wu Lu Zhang Xintao Wu FaML CML 33 47 0 05 Mar 2018
Achieving non-discrimination in data release Lu Zhang Yongkai Wu Xintao Wu FaML 134 69 0 22 Nov 2016