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Fairness

Papers

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Showing 3276–3300 of 5676 papers

TitleStatusHype
Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models—0
Fairness-aware Agnostic Federated Learning—0
Fairness-aware Bayes optimal functional classification—0
Fairness-aware Classification: Criterion, Convexity, and Bounds—0
Fairness-aware Class Imbalanced Learning—0
Fairness-Aware Client Selection for Federated Learning—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
Fairness-aware Dynamic Hosting Capacity and the Impacts of Strategic Solar PV Curtailment—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-Aware Hybrid Precoding for mmWave NOMA Unicast/Multicast Transmissions in Industrial IoT—0
Fairness-Aware Job Scheduling for Multi-Job Federated Learning—0
Fairness-Aware PAC Learning from Corrupted Data—0
Fairness-Aware Learning with Prejudice Free Representations—0
Fairness-Aware Learning with Restriction of Universal Dependency using f-Divergences—0
Fairness-Aware Low-Rank Adaptation Under Demographic Privacy Constraints—0
Fairness-aware machine learning: a perspective—0
Fairness-aware Message Passing for Graph Neural Networks—0
Fairness-Aware Meta-Learning via Nash Bargaining—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