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Fairness

Papers

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Showing 2451–2475 of 5676 papers

TitleStatusHype
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software—0
Diversity and Inclusion Metrics in Subset Selection—0
Bayesian Neural Networks with Domain Knowledge Priors—0
Diversity and Inclusion in AI for Recruitment: Lessons from Industry Workshop—0
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning—0
Bayesian Modeling of Intersectional Fairness: The Variance of Bias—0
A Mobility Equity Metric for Multi-Modal Intelligent Transportation Systems—0
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration—0
Diverse Client Selection for Federated Learning via Submodular Maximization—0
Bayesian Inference for Large Scale Image Classification—0
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?—0
Bayesian Hierarchical Models for Counterfactual Estimation—0
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values—0
Distribution-Free Fair Federated Learning with Small Samples—0
Bayesian fairness—0
Batched Online Contextual Sparse Bandits with Sequential Inclusion of Features—0
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness—0
Addressing Strategic Manipulation Disparities in Fair Classification—0
Achieving Fairness in the Stochastic Multi-armed Bandit Problem—0
Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars—0
Distributionally Robust Optimization with Bias and Variance Reduction—0
Distributionally Robust Federated Learning with Client Drift Minimization—0
Base-Stations Up in the Air: Multi-UAV Trajectory Control for Min-Rate Maximization in Uplink C-RAN—0
Amazing Things Come From Having Many Good Models—0
Distributionally Robust Fair Principal Components via Geodesic Descents—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