Classification with abstention but without disparities

24 February 2021

Papers citing "Classification with abstention but without disparities"

7 / 7 papers shown

Title
Interpretable and Fair Mechanisms for Abstaining Classifiers Daphne Lenders Andrea Pugnana Roberto Pellungrini Toon Calders D. Pedreschi F. Giannotti FaML 93 1 0 24 Mar 2025
Multi-Output Distributional Fairness via Post-Processing Gang Li Qihang Lin Ayush Ghosh Tianbao Yang 53 0 0 31 Aug 2024
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention Anqi Mao M. Mohri Yutao Zhong 32 22 0 23 Oct 2023
Bayes-Optimal Classifiers under Group Fairness Xianli Zeng Yan Sun Guang Cheng FaML 21 22 0 20 Feb 2022
Error rate control for classification rules in multiclass mixture models T. Mary-Huard Vittorio Perduca Gilles Blanchard M. Martin-Magniette 37 4 0 29 Sep 2021
Exponential Savings in Agnostic Active Learning through Abstention Nikita Puchkin Nikita Zhivotovskiy 29 20 0 31 Jan 2021
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 158 2,733 0 18 Nov 2015