Stability and Multigroup Fairness in Ranking with Uncertain Predictions

Stability and Multigroup Fairness in Ranking with Uncertain Predictions

14 February 2024

Siddartha Devic

Aleksandra Korolova

Papers citing "Stability and Multigroup Fairness in Ranking with Uncertain Predictions"

12 / 12 papers shown

Title
Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment Bill Tang Çagil Koçyigit Eric Rice P. Vayanos 11 2 0 23 Nov 2023
Universal and Transferable Adversarial Attacks on Aligned Language Models Andy Zou Zifan Wang Nicholas Carlini Milad Nasr J. Zico Kolter Matt Fredrikson 163 1,376 0 27 Jul 2023
Matched Pair Calibration for Ranking Fairness Hannah Korevaar Christopher McConnell Edmund Tong Erik Brinkman Alana Shine Misam Abbas Blossom Metevier S. Corbett-Davies Khalid El-Arini 96 1 0 06 Jun 2023
Fairness through Aleatoric Uncertainty Anique Tahir Lu Cheng Huan Liu 57 12 0 07 Apr 2023
Fair Ranking with Noisy Protected Attributes Anay Mehrotra Nisheeth K. Vishnoi 48 17 0 30 Nov 2022
Batch Multivalid Conformal Prediction Christopher Jung Georgy Noarov Ramya Ramalingam Aaron Roth 166 51 0 30 Sep 2022
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 135 607 0 15 Jul 2021
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints David García-Soriano Francesco Bonchi FaML 23 48 0 16 Jun 2021
Revisiting the Calibration of Modern Neural Networks Matthias Minderer Josip Djolonga Rob Romijnders F. Hubis Xiaohua Zhai N. Houlsby Dustin Tran Mario Lucic UQCV 91 363 0 15 Jun 2021
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 81 625 0 04 Oct 2020
Pairwise Fairness for Ranking and Regression Harikrishna Narasimhan Andrew Cotter Maya R. Gupta S. Wang 52 114 0 12 Jun 2019
Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search S. Geyik Stuart Ambler K. Kenthapadi 70 380 0 30 Apr 2019