SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4351–4375 of 5676 papers

TitleStatusHype
Movie2Story: A framework for understanding videos and telling stories in the form of novel text—0
MovieMat: Context-aware Movie Recommendation with Matrix Factorization by Matrix Fitting—0
Moving towards FAIR practices in epidemiological research—0
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection—0
Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access—0
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models—0
Multi-Access Point Coordination for Next-Gen Wi-Fi Networks Aided by Deep Reinforcement Learning—0
Multiaccuracy and Multicalibration via Proxy Groups—0
Multiaccurate Proxies for Downstream Fairness—0
Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing—0
Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application—0
Multicalibrated Regression for Downstream Fairness—0
Multicalibration: Calibration for the (Computationally-Identifiable) Masses—0
Multi-Criteria Client Selection and Scheduling with Fairness Guarantee for Federated Learning Service—0
Multi-Differential Fairness Auditor for Black Box Classifiers—0
Multi-dimensional discrimination in Law and Machine Learning -- A comparative overview—0
Multi-dimensional Fair Federated Learning—0
Multidimensional Fairness in Paper Recommendation—0
Multi-disciplinary fairness considerations in machine learning for clinical trials—0
InfoFair: Information-Theoretic Intersectional Fairness—0
Multi-fairness under class-imbalance—0
Multi-group Agnostic PAC Learnability—0
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing—0
Multigroup Robustness—0
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning—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