SOTAVerified

Fairness

Papers

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Showing 3201–3225 of 5676 papers

TitleStatusHype
Fair k-Centers via Maximum Matching—0
Fair Kernel Learning—0
Fair Knowledge Tracing in Second Language Acquisition—0
FAIRLABEL: Correcting Bias in Labels—0
Fair Labeled Clustering—0
Fairlearn: Assessing and Improving Fairness of AI Systems—0
CONFAIR: Configurable and Interpretable Algorithmic Fairness—0
Inference-time Stochastic Ranking with Risk Control—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
Fair lending needs explainable models for responsible recommendation—0
FairLENS: Assessing Fairness in Law Enforcement Speech Recognition—0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation—0
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection—0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection—0
Fairly Adaptive Negative Sampling for Recommendations—0
Fairly Allocating Utility in Constrained Multiwinner Elections—0
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning—0
Fairly Private: Investigating The Fairness of Visual Privacy Preservation Algorithms—0
FairlyUncertain: A Comprehensive Benchmark of Uncertainty in Algorithmic Fairness—0
Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study—0
Fair Machine Learning in Healthcare: A Review—0
Fair mapping—0
FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender Systems—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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