Equal Opportunity of Coverage in Fair Regression

Equal Opportunity of Coverage in Fair Regression

3 November 2023

Papers citing "Equal Opportunity of Coverage in Fair Regression"

15 / 15 papers shown

Title
Fair Uncertainty Quantification for Depression Prediction Yonghong Li Xiuzhuang Zhou 53 0 0 08 May 2025
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction Chen Wang Fangxin Wang Ruocheng Guo Yueqing Liang Philip S. Yu 123 4 0 21 Feb 2025
Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell Bhargava Kumar Yi Sui Mouloud Belbahri FaML 84 1 0 17 Feb 2025
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models Tuwe Löfström Fatima Rabia Yapicioglu Alessandra Stramiglio Helena Lofstrom Fabio Vitali FAtt LRM 44 0 0 28 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 88 3 0 09 Oct 2024
Ensured: Explanations for Decreasing the Epistemic Uncertainty in Predictions Helena Lofstrom Tuwe Löfström Johan Hallberg Szabadvary 33 0 0 07 Oct 2024
FairlyUncertain: A Comprehensive Benchmark of Uncertainty in Algorithmic Fairness Lucas Rosenblatt R. T. Witter FaML 25 0 0 02 Oct 2024
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees Zhiyuan Wang Jinhao Duan Lu Cheng Yue Zhang Qingni Wang Hengtao Shen Xiaofeng Zhu Xiaoshuang Shi Kaidi Xu 19 13 0 29 Jun 2024
API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access Jiayuan Su Jing Luo Hongwei Wang Lu Cheng 76 16 0 02 Mar 2024
JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification Henry Peng Zou Cornelia Caragea 25 14 0 23 Oct 2023
DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank Henry Peng Zou Yue Zhou Weizhi Zhang Cornelia Caragea 24 9 0 23 Oct 2023
Conformalized Fairness via Quantile Regression Meichen Liu Lei Ding Dengdeng Yu Wulong Liu Linglong Kong Bei Jiang 44 9 0 05 Oct 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,084 0 24 Oct 2016
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 177 2,577 0 28 Mar 2008