SOTAVerified

Fairness

Papers

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Showing 2926–2950 of 5676 papers

TitleStatusHype
Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability—0
Patience ensures fairness—0
"Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions—0
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness—0
PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review—0
Peer-to-Peer Energy Markets With Uniform Pricing: A Dynamic Operating Envelope Approach—0
Penalties and Rewards for Fair Learning in Paired Kidney Exchange Programs—0
People on Media: Jointly Identifying Credible News and Trustworthy Citizen Journalists in Online Communities—0
Perceived Fairness of the Machine Learning Development Process: Concept Scale Development—0
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making—0
Perceptual Fairness in Image Restoration—0
Performance Analysis and Optimisation of FFR-Aided OFDMA Networks using Channel-Aware Scheduling—0
Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence over Unlicensed Spectrum—0
Performance of Cell-Free MmWave Massive MIMO Systems with Fronthaul Compression and DAC Quantization—0
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems—0
Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases—0
Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent—0
Personalizing Fairness-aware Re-ranking—0
Pessimistic Evaluation—0
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning—0
pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning—0
PFGuard: A Generative Framework with Privacy and Fairness Safeguards—0
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning—0
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?—0
Pilot and Data Power Control for Uplink Cell-free massive MIMO—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