SOTAVerified

Fairness

Papers

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Showing 576–600 of 5676 papers

TitleStatusHype
A Complete Criterion for Value of Information in Soluble Influence Diagrams—0
Adversarial Scrutiny of Evidentiary Statistical Software—0
A Notion of Individual Fairness for Clustering—0
A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness—0
A note on the Diversity Owen values—0
An Operational Perspective to Fairness Interventions: Where and How to Intervene—0
Adversarial Sampling for Fairness Testing in Deep Neural Network—0
Absolute Shapley Value—0
Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange—0
Balancing out Bias: Achieving Fairness Through Balanced Training—0
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning—0
Bayesian Neural Networks with Domain Knowledge Priors—0
An investigation of structures responsible for gender bias in BERT and DistilBERT—0
An Introduction to Machine Unlearning—0
Adversarial Reweighting Guided by Wasserstein Distance for Bias Mitigation—0
An Introduction to Artificial Intelligence and Solutions to the Problems of Algorithmic Discrimination—0
Adversarial Reweighting for Speaker Verification Fairness—0
MPMA: Preference Manipulation Attack Against Model Context Protocol—0
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing—0
An Information-Flow Perspective on Algorithmic Fairness—0
An Exploration of Multicalibration Uniform Convergence Bounds—0
Balanced Ranking with Diversity Constraints—0
Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning—0
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion—0
An experimental study on fairness-aware machine learning for credit scoring problem—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