Image de couverture de livre

How Proxy Race Distorts Regression-Based Fairness Audits

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Xin, Xi, Hooker, Giles, Huang, Fei
Format:	Preprint
Publié:	2026
Sujets:	Applications
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Fairness Testing for Algorithmic Pricing
par: Huang, Fei, et autres
Publié: (2026)

Why You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plots
par: Xin, Xi, et autres
Publié: (2024)

Targeted Maximum Likelihood Estimation for Integral Projection Models in Population Ecology
par: Zhou, Yunzhe, et autres
Publié: (2024)

Fairness is in the details: Face Dataset Auditing
par: Lafargue, Valentin, et autres
Publié: (2025)

Proxy Variable in OECD Database: Application of Parametric Quantile Regression and Median Based Unit Rayleigh Distribution
par: Attia, Iman Mohamed
Publié: (2025)

Auditing Fairness by Betting
par: Chugg, Ben, et autres
Publié: (2023)

Learning Fair Decisions with Factor Models: Applications to Annuity Pricing
par: Huang, Fei, et autres
Publié: (2024)

Exposing the Illusion of Fairness: Auditing Vulnerabilities to Distributional Manipulation Attacks
par: Lafargue, Valentin, et autres
Publié: (2025)

One Person, How Many Votes? Demographic Distortions in United States Elections
par: Kennedy-Shaffer, Lee
Publié: (2025)

Bayesian Synchronization of Proxy Paleorecords with Reference Chronologies
par: Aquino-López, Marco A., et autres
Publié: (2026)

Auditing the Fairness of the US COVID-19 Forecast Hub's Case Prediction Models
par: Abrar, Saad Mohammad, et autres
Publié: (2024)

Subgroup Identification and Individualized Treatment Policies: A Tutorial on the Hybrid Two-Stage Workflow
par: Xi, Nan Miles, et autres
Publié: (2025)

Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing
par: Fang, Shiqi, et autres
Publié: (2024)

Penalized Fair Regression for Multiple Groups in Chronic Kidney Disease
par: Nakamoto, Carter H., et autres
Publié: (2025)

Hierarchical Bayesian Models to Mitigate Systematic Disparities in Prediction with Proxy Outcomes
par: Mikhaeil, Jonas, et autres
Publié: (2024)

The Proxy Presumption: From Semantic Embeddings to Valid Social Measures
par: Li, Baishi, et autres
Publié: (2026)

Principled Frequentist Estimation of Racial Disparity in Credit Approval under Unobserved Race
par: Fisher, Sam, et autres
Publié: (2025)

A State-Space Approach to Modeling Tire Degradation in Formula 1 Racing
par: Cappello, Cole, et autres
Publié: (2025)

Typhoon Path Prediction Using Functional Data Analysis and Clustering-Based Regression
par: Kim, Jimin
Publié: (2025)

Relative Sensitivities and Correlation of Factors Introducing Uncertainty in Radiotherapy Dosimetry Audits
par: Krishnadas, Padmini, et autres
Publié: (2024)

Statistical Analysis of the Impact of FIA Regulations on Safety, Racing Dynamics, and Spectacle in Formula 1
par: Belgaid, Abdelghani
Publié: (2024)

Quantile Regression Tree
par: Okafor, Jaachinma, et autres
Publié: (2024)

Formulating the Proxy Pattern-Mixture Model as a Selection Model to Assist with Sensitivity Analysis
par: Yiadom, Seth Adarkwah, et autres
Publié: (2024)

Estimating Racial Disparities When Race is Not Observed
par: McCartan, Cory, et autres
Publié: (2023)

Predicting Formula 1 Race Outcomes: Decomposing the Roles of Drivers and Constructors through Linear Modeling
par: Rane, Saurabh
Publié: (2025)

COBRA: Comparison-Optimal Betting for Risk-limiting Audits
par: Spertus, Jacob
Publié: (2023)

Assimilation of Satellite Flood Likelihood Data Improves Inundation Mapping From a Simulation Library System
par: Helen Hooker, et autres
Publié: (2025)

Using Proxy Pattern-Mixture Models to Explain Bias in Estimates of COVID-19 Vaccine Uptake from Two Large Surveys
par: Andridge, Rebecca R
Publié: (2023)

Machine Learning based Enterprise Financial Audit Framework and High Risk Identification
par: Yuan, Tingyu, et autres
Publié: (2025)

An Analysis of Pacing Profiles in Sprint Kayak Racing Using Functional Principal Components and Hidden Markov Models
par: Estreich, Harry, et autres
Publié: (2024)

Graph-Based Audits for Meek Single Transferable Vote Elections
par: Heitzmann, Edouard
Publié: (2026)

Statistical Inference for Regression with Imputed Binary Covariates with Application to Emotion Recognition
par: Lin, Ziqian, et autres
Publié: (2024)

Doing More With Less: Mismatch-Based Risk-Limiting Audits
par: Ek, Alexander, et autres
Publié: (2025)

Optimal Designs for Spherical Harmonic Regression
par: Haines, Linda M.
Publié: (2024)

Estimation of Piecewise Continuous Regression Function in Finite Dimension using Oblique Regression Tree with Applications in Image Denoising
par: Basak, Subhasish, et autres
Publié: (2025)

When Audits and Recounts Distract from Election Integrity: The 2020 U.S. Presidential Election in Georgia
par: Stark, Philip B.
Publié: (2024)

How do the professional players select their shot locations? An analysis of Field Goal Attempts via Bayesian Additive Regression Trees
par: Cao, Jiahao, et autres
Publié: (2025)

Genetic Algorithms in Regression
par: Li, Mo, et autres
Publié: (2026)

Functional Moments Regression
par: Li, Mingyuan, et autres
Publié: (2026)

Additive Density Regression
par: Maier, Eva-Maria, et autres
Publié: (2025)