SOTAVerified

Fairness

Papers

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Showing 2026–2050 of 5676 papers

TitleStatusHype
Fair Correlation Clustering in Forests—0
Evaluating the Promise and Pitfalls of LLMs in Hiring Decisions—0
Fair Data Adaptation with Quantile Preservation—0
FADE: Towards Fairness-aware Augmentation for Domain Generalization via Classifier-Guided Score-based Diffusion Models—0
Causal Feature Selection for Algorithmic Fairness—0
Evaluating the Performance of Nigerian Lecturers using Multilayer Perceptron—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization—0
Adversarial Stacked Auto-Encoders for Fair Representation Learning—0
Fair Decision-Making for Food Inspections—0
Fair Decision-making Under Uncertainty—0
Fair Decision Rules for Binary Classification—0
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication—0
A Complete Criterion for Value of Information in Soluble Influence Diagrams—0
Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit—0
Evaluating the Fairness of Neural Collapse in Medical Image Classification—0
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning—0
Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools—0
Fair Differential Privacy Can Mitigate the Disparate Impact on Model Accuracy—0
Evaluating the fairness of fine-tuning strategies in self-supervised learning—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
A Notion of Individual Fairness for Clustering—0
Adversarial Scrutiny of Evidentiary Statistical Software—0
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling—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