FAHT: An Adaptive Fairness-aware Decision Tree Classifier

FAHT: An Adaptive Fairness-aware Decision Tree Classifier

16 July 2019

Wenbin Zhang

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Papers citing "FAHT: An Adaptive Fairness-aware Decision Tree Classifier"

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Title
A Survey on Social-Physical Sensing: An Emerging Sensing Paradigm that Explores the Collective Intelligence of Humans and Machine Md. Tahmid Rashid Na Wei Dong Wang 28 11 0 03 Apr 2021
Strong Optimal Classification Trees S. Aghaei Andrés Gómez P. Vayanos 70 42 0 29 Mar 2021
Responsibility Management through Responsibility Networks Ruijun Chen J. Qiu Xuejiao Tang 98 4 0 14 Feb 2021
A Data-driven Human Responsibility Management System Xuejiao Tang J. Qiu R. Chen Wenbin Zhang Vasileios Iosifidis Zhen Liu Wei Meng Mingli Zhang Ji Zhang 71 10 0 06 Dec 2020
Online Decision Trees with Fairness Wenbin Zhang Liang Zhao 62 17 0 15 Oct 2020
Justicia: A Stochastic SAT Approach to Formally Verify Fairness Bishwamittra Ghosh D. Basu Kuldeep S. Meel 159 41 0 14 Sep 2020
FairNN- Conjoint Learning of Fair Representations for Fair Decisions Tongxin Hu Vasileios Iosifidis Wentong Liao Hang Zhang M. Yang Eirini Ntoutsi Bodo Rosenhahn FaML 50 19 0 05 Apr 2020
Fairness-Aware Learning with Prejudice Free Representations Ramanujam Madhavan Mohit Wadhwa FaML 49 8 0 26 Feb 2020
AdaFair: Cumulative Fairness Adaptive Boosting Vasileios Iosifidis Eirini Ntoutsi FaML 67 85 0 17 Sep 2019
Learning Fair Rule Lists Ulrich Aïvodji Julien Ferry Sébastien Gambs Marie-José Huguet Mohamed Siala FaML 61 11 0 09 Sep 2019