Fair Decision-making Under Uncertainty

29 January 2023

Wenbin Zhang

Papers citing "Fair Decision-making Under Uncertainty"

20 / 20 papers shown

Title
Digital Forensics in the Age of Large Language Models Zhipeng Yin Zichong Wang Weifeng Xu Jun Zhuang Pallab Mozumder Antoinette Smith Wenbin Zhang AILaw 42 1 0 03 Apr 2025
Fairness Amidst Non-IID Graph Data: A Literature Review Wenbin Zhang Shimei Pan Shuigeng Zhou T. Walsh FaML OOD 56 12 0 28 Jan 2025
Fair and Welfare-Efficient Constrained Multi-matchings under Uncertainty Elita Lobo Justin Payan Cyrus Cousins Yair Zick 25 0 0 04 Nov 2024
FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications Sribala Vidyadhari Chinta Zichong Wang Zhipeng Yin Nhat Hoang Matthew Gonzalez Tai Le Quy Wenbin Zhang 34 20 0 26 Jul 2024
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 50 10 0 26 Jul 2024
The Internet of Responsibilities-Connecting Human Responsibilities using Big Data and Blockchain Xuejiao Tang J. Qiu Wenbin Zhang I. Toure Mingli Zhang Enza Messina Xueping Xie Xuebing Wang Sheng Yu 13 10 0 07 Dec 2023
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking Zichong Wang Yangze Zhou M. Qiu I. Haque Laura Brown Yi He Jianwu Wang David Lo Wenbin Zhang FaML 10 23 0 16 Feb 2023
Preventing Discriminatory Decision-making in Evolving Data Streams Zichong Wang N. Saxena Tongjia Yu Sneha Karki Tyler Zetty ... Shanlin Zhou Dukka B Kc I. Stockwell Albert Bifet Wenbin Zhang FaML 12 19 0 16 Feb 2023
Individual Fairness under Uncertainty Wenbin Zhang Zichong Wang Juyong Kim Cheng Cheng Thomas Oommen Pradeep Ravikumar Jeremy C. Weiss FaML 16 12 0 16 Feb 2023
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 24 145 0 14 Jul 2022
Attention Mechanism based Cognition-level Scene Understanding Xuejiao Tang Tai Le Quy LRM 23 0 0 17 Apr 2022
Longitudinal Fairness with Censorship Wenbin Zhang Jeremy C. Weiss 11 40 0 30 Mar 2022
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences Thomas Guyet Wenbin Zhang Albert Bifet AI4TS 37 8 0 27 Jan 2022
A Generic Knowledge Based Medical Diagnosis Expert System Xin Huang Xuejiao Tang Wenbin Zhang Shichao Pei Ji Zhang Mingli Zhang Zhen Liu Ruijun Chen Yiyi Huang 32 9 0 09 Oct 2021
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 11 237 0 01 Oct 2021
Interpretable Visual Understanding with Cognitive Attention Network Xuejiao Tang Wenbin Zhang Yi Yu Kea Turner Tyler Derr Mengyu Wang Eirini Ntoutsi 42 12 0 06 Aug 2021
Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory Xuejiao Tang Xin Huang Wenbin Zhang T. Child Qiong Hu Zhen Liu Ji Zhang LRM 11 16 0 04 Jul 2021
Responsibility Management through Responsibility Networks Ruijun Chen J. Qiu Xuejiao Tang 39 4 0 14 Feb 2021
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 225 485 0 31 Dec 2020
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 102 1,229 0 02 Jun 2016