On Discrimination Discovery and Removal in Ranked Data using Causal
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On Discrimination Discovery and Removal in Ranked Data using Causal Graph

5 March 2018

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Papers citing "On Discrimination Discovery and Removal in Ranked Data using Causal Graph"

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Title
Multi-Task Learning For Reduced Popularity Bias In Multi-Territory Video Recommendations Phanideep Gampa Farnoosh Javadi Belhassen Bayar Ainur Yessenalina 91 0 0 25 Sep 2023
Biases in Scholarly Recommender Systems: Impact, Prevalence, and Mitigation Michael Färber Melissa Coutinho Shuzhou Yuan 83 8 0 18 Jan 2023
Properties of Group Fairness Metrics for Rankings Tobias Schumacher Marlene Lutz Sandipan Sikdar M. Strohmaier 49 2 0 29 Dec 2022
Whole Page Unbiased Learning to Rank Haitao Mao Lixin Zou Yujia Zheng Jiliang Tang Xiaokai Chu Jiashu Zhao Qian Wang Dawei Yin CML 88 4 0 19 Oct 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 107 48 0 21 Sep 2022
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias Bhavya Ghai Klaus Mueller 82 41 0 10 Aug 2022
Causal Discovery for Fairness Ruta Binkyt.e-Sadauskien.e K. Makhlouf Carlos Pinzón Sami Zhioua C. Palamidessi CML 73 18 0 14 Jun 2022
Counterfactual Fairness with Partially Known Causal Graph Aoqi Zuo Susan Wei Tongliang Liu Bo Han Kun Zhang Biwei Huang OOD FaML 65 19 0 27 May 2022
A Sociotechnical View of Algorithmic Fairness Mateusz Dolata Stefan Feuerriegel Gerhard Schwabe FaML 76 100 0 27 Sep 2021
Causal intersectionality for fair ranking Ke Yang Joshua R. Loftus Julia Stoyanovich 65 41 0 15 Jun 2020
Fairness-Aware Explainable Recommendation over Knowledge Graphs Zuohui Fu Yikun Xian Ruoyuan Gao Jieyu Zhao Qiaoying Huang ... Shuyuan Xu Shijie Geng C. Shah Yongfeng Zhang Gerard de Melo FaML 124 208 0 03 Jun 2020