Distribution-Free Statistical Dispersion Control for Societal Applications

25 September 2023

Papers citing "Distribution-Free Statistical Dispersion Control for Societal Applications"

6 / 6 papers shown

Title
Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics Tomo Lazovich Luca Belli Aaron Gonzales Amanda Bower U. Tantipongpipat K. Lum Ferenc Huszár Rumman Chowdhury 45 17 0 03 Feb 2022
Two-sided fairness in rankings via Lorenz dominance Virginie Do S. Corbett-Davies Jamal Atif Nicolas Usunier FaML 22 50 0 28 Oct 2021
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 184 129 0 03 Oct 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 232 193 0 07 Jan 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 146 1,418 0 14 Dec 2020
Verified Uncertainty Calibration Ananya Kumar Percy Liang Tengyu Ma 115 352 0 23 Sep 2019