SOTAVerified

Fairness

Papers

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Showing 1926–1950 of 5676 papers

TitleStatusHype
Security and Privacy Product Inclusion—0
Explainable AI for Fair Sepsis Mortality Predictive Model—0
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning—0
The Neutrality Fallacy: When Algorithmic Fairness Interventions are (Not) Positive Action—0
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams—0
Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted TreesCode0
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective—0
Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications—0
FairSSD: Understanding Bias in Synthetic Speech DetectorsCode0
CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language PromptingCode0
What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement LearningCode0
OptiGrad: A Fair and more Efficient Price Elasticity Optimization via a Gradient Based Learning—0
Statistical learning for constrained functional parameters in infinite-dimensional models with applications in fair machine learning—0
Utility-Fairness Trade-Offs and How to Find Them—0
Quantifying fair income distribution in Thailand—0
Privacy at a Price: Exploring its Dual Impact on AI Fairness—0
Closing the Gap in the Trade-off between Fair Representations and Accuracy—0
PraFFL: A Preference-Aware Scheme in Fair Federated LearningCode0
Misinformation Resilient Search Rankings with Webgraph-based InterventionsCode0
Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality—0
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward—0
Balanced Mixed-Type Tabular Data Synthesis with Diffusion ModelsCode0
Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information AlignmentCode0
Generating Counterfactual Explanations Using Cardinality Constraints—0
The Impact of Speech Anonymization on Pathology and Its LimitsCode0
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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