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Fairness

Papers

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Showing 2971–2980 of 5676 papers

TitleStatusHype
Post-processing Counterexample-guided Fairness Guarantees in Neural Networks—0
Post-processing fairness with minimal changes—0
Post-processing of Differentially Private Data: A Fairness Perspective—0
Post Turing: Mapping the landscape of LLM Evaluation—0
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach—0
Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approaches—0
Power Control for Multigroup Multicast Cell-Free Massive MIMO Downlink—0
Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network—0
Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes—0
Practical Bias Mitigation through Proxy Sensitive Attribute Label Generation—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