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Fairness

Papers

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Showing 1776–1800 of 5676 papers

TitleStatusHype
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains—0
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors—0
Evaluating Fair Feature Selection in Machine Learning for Healthcare—0
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing—0
Breaking Fair Binary Classification with Optimal Flipping Attacks—0
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data—0
Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges—0
Public Perceptions of Fairness Metrics Across Borders—0
Evaluating Fairness Metrics in the Presence of Dataset Bias—0
Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information—0
Bridging Fairness Gaps: A (Conditional) Distance Covariance Perspective in Fairness Learning—0
Evaluating Gender Bias in Hindi-English Machine Translation—0
Evaluating Gender Bias Transfer between Pre-trained and Prompt-Adapted Language Models—0
Evaluating Gender, Racial, and Age Biases in Large Language Models: A Comparative Analysis of Occupational and Crime Scenarios—0
Evaluating how LLM annotations represent diverse views on contentious topics—0
Evaluating LLMs for Gender Disparities in Notable Persons—0
Evaluating Machine Learning-based Skin Cancer Diagnosis—0
Evaluating Proposed Fairness Models for Face Recognition Algorithms—0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing—0
Evaluating Team Skill Aggregation in Online Competitive Games—0
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences—0
Evaluating the Economic Implications of Using Machine Learning in Clinical Psychiatry—0
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified