SOTAVerified

Fairness

Papers

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Showing 3476–3500 of 5676 papers

TitleStatusHype
Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces—0
A Discussion of Discrimination and Fairness in Insurance Pricing—0
Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness—0
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction—0
An Introduction to Machine Unlearning—0
Hidden Author Bias in Book RecommendationCode0
Gender bias Evaluation in Luganda-English Machine Translation—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
Fair mapping—0
RAGUEL: Recourse-Aware Group Unfairness Elimination—0
Generalization In Multi-Objective Machine Learning—0
Towards Explaining Demographic Bias through the Eyes of Face Recognition ModelsCode0
On Biased Behavior of GANs for Face VerificationCode0
LUCID: Exposing Algorithmic Bias through Inverse DesignCode0
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions—0
Sustaining Fairness via Incremental LearningCode0
A novel approach for Fair Principal Component Analysis based on eigendecompositionCode0
Enforcing Delayed-Impact Fairness Guarantees—0
Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletesCode0
Pushing the limits of fairness impossibility: Who's the fairest of them all?—0
TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination—0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation—0
Explaining Bias in Deep Face Recognition via Image CharacteristicsCode0
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization—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