SOTAVerified

Fairness

Papers

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Showing 2251–2275 of 5676 papers

TitleStatusHype
Fairness-aware Class Imbalanced Learning—0
Fairness-Aware Client Selection for Federated Learning—0
Fairness in Language Models Beyond English: Gaps and Challenges—0
Fairness-aware Contextual Dynamic Pricing with Strategic Buyers—0
Fairness Aware Counterfactuals for Subgroups—0
Fairness-aware Cross-Domain Recommendation—0
Fairness-Aware Data Valuation for Supervised Learning—0
Fairness-aware Differentially Private Collaborative Filtering—0
Computing the Collection of Good Models for Rule Lists—0
Fairness-aware Dynamic Hosting Capacity and the Impacts of Strategic Solar PV Curtailment—0
Concept-Based Explanations for Tabular Data—0
Fairness-Aware Explainable Recommendation over Knowledge Graphs—0
Fairness-aware Federated Learning—0
Fairness-Aware Graph Filter Design—0
Fairness-Aware Graph Neural Networks: A Survey—0
Fairness for AUC via Feature Augmentation—0
Fairness-Aware Hybrid Precoding for mmWave NOMA Unicast/Multicast Transmissions in Industrial IoT—0
Conceptualization and Framework of Hybrid Intelligence Systems—0
Fairness-Aware Job Scheduling for Multi-Job Federated Learning—0
Fairness-Aware PAC Learning from Corrupted Data—0
Fair Machine Learning in Healthcare: A Review—0
Cooperative Multi-Agent Fairness and Equivariant Policies—0
Fairness-Aware Low-Rank Adaptation Under Demographic Privacy Constraints—0
Fairness-aware machine learning: a perspective—0
Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study—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