Policy Learning for Fairness in Ranking

11 February 2019

Papers citing "Policy Learning for Fairness in Ranking"

28 / 28 papers shown

Title
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation To Eun Kim Fernando Diaz 61 2 0 17 Sep 2024
FairJob: A Real-World Dataset for Fairness in Online Systems Mariia Vladimirova Federico Pavone Eustache Diemert 52 1 0 03 Jul 2024
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification Yiqun Chen Jiaxin Mao Yi Zhang Dehong Ma Long Xia Jun Fan Daiting Shi Zhicong Cheng Simiu Gu Dawei Yin 23 2 0 26 Mar 2024
Inference-time Stochastic Ranking with Risk Control Ruocheng Guo Jean-François Ton Yang Liu Hang Li 43 2 0 12 Jun 2023
Fairness in Streaming Submodular Maximization over a Matroid Constraint Marwa El Halabi Federico Fusco A. Norouzi-Fard Jakab Tardos Jakub Tarnawski 24 7 0 24 May 2023
The Role of Relevance in Fair Ranking Aparna Balagopalan Abigail Z. Jacobs Asia J. Biega 38 8 0 09 May 2023
Recent Advances in the Foundations and Applications of Unbiased Learning to Rank Shashank Gupta Philipp Hager Jin Huang Ali Vardasbi Harrie Oosterhuis OffRL 37 5 0 04 May 2023
Fair Off-Policy Learning from Observational Data Dennis Frauen Valentyn Melnychuk Stefan Feuerriegel FaML OffRL 30 6 0 15 Mar 2023
Fair Ranking with Noisy Protected Attributes Anay Mehrotra Nisheeth K. Vishnoi 31 16 0 30 Nov 2022
Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking Yuta Saito Thorsten Joachims 18 24 0 15 Jun 2022
Experiments on Generalizability of User-Oriented Fairness in Recommender Systems Hossein A. Rahmani Mohammadmehdi Naghiaei M. Dehghan Mohammad Aliannejadi FaML 41 35 0 17 May 2022
Joint Multisided Exposure Fairness for Recommendation Haolun Wu Bhaskar Mitra Chen Ma Fernando Diaz Xue Liu FaML 24 64 0 29 Apr 2022
Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking Ali Vardasbi F. Sarvi Maarten de Rijke 27 10 0 28 Apr 2022
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to Rank Harrie Oosterhuis CML 35 27 0 31 Mar 2022
Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers A. Dash Abhijnan Chakraborty Saptarshi Ghosh Animesh Mukherjee Krishna P. Gummadi 17 8 0 08 Feb 2022
Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings Till Kletti J. Renders P. Loiseau 32 17 0 07 Feb 2022
Fairness Through Counterfactual Utilities Jack Blandin Ian A. Kash FaML 38 2 0 11 Aug 2021
Fairness in Ranking under Uncertainty Ashudeep Singh David Kempe Thorsten Joachims 33 49 0 14 Jul 2021
Personalized Counterfactual Fairness in Recommendation Yunqi Li Hanxiong Chen Shuyuan Xu Yingqiang Ge Yongfeng Zhang FaML OffRL 29 142 0 20 May 2021
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers Navid Rekabsaz Simone Kopeinik Markus Schedl 24 60 0 28 Apr 2021
User-oriented Fairness in Recommendation Yunqi Li H. Chen Zuohui Fu Yingqiang Ge Yongfeng Zhang FaML 106 230 0 21 Apr 2021
Fairness of Exposure in Stochastic Bandits Lequn Wang Yiwei Bai Wen Sun Thorsten Joachims FaML 29 49 0 03 Mar 2021
On the Problem of Underranking in Group-Fair Ranking Sruthi Gorantla Amit Deshpande Anand Louis FaML 27 3 0 24 Sep 2020
Controlling Fairness and Bias in Dynamic Learning-to-Rank Marco Morik Ashudeep Singh Jessica Hong Thorsten Joachims 25 206 0 29 May 2020
CheXclusion: Fairness gaps in deep chest X-ray classifiers Laleh Seyyed-Kalantari Guanxiong Liu Matthew B. A. McDermott Irene Y. Chen Marzyeh Ghassemi OOD 37 285 0 14 Feb 2020
Pairwise Fairness for Ranking and Regression Harikrishna Narasimhan Andrew Cotter Maya R. Gupta S. Wang 33 112 0 12 Jun 2019
Consequential Ranking Algorithms and Long-term Welfare Behzad Tabibian Vicencc Gómez A. De Bernhard Schölkopf Manuel Gomez Rodriguez 20 6 0 13 May 2019
Fairness in Recommendation Ranking through Pairwise Comparisons Alex Beutel Jilin Chen Tulsee Doshi Hai Qian Li Wei ... Lukasz Heldt Zhe Zhao Lichan Hong Ed H. Chi Cristos Goodrow FaML 36 373 0 02 Mar 2019