SOTAVerified

Fairness

Papers

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Showing 4526–4550 of 5676 papers

TitleStatusHype
A Study on Fairness and Trust Perceptions in Automated Decision Making—0
Estimating and Improving Fairness with Adversarial LearningCode0
Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show—0
Measuring Model Biases in the Absence of Ground Truth—0
Revisiting Priority k-Center: Fairness and Outliers—0
Fairness of Exposure in Stochastic Bandits—0
Evaluating Robustness of Counterfactual ExplanationsCode0
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness RegularizerCode0
Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise ConstraintsCode0
On the Fairness of Generative Adversarial Networks (GANs)—0
Interpretable Artificial Intelligence through the Lens of Feature Interaction—0
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning—0
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout—0
Towards Unbiased and Accurate Deferral to Multiple ExpertsCode0
Classification with abstention but without disparitiesCode0
Learning to Fairly Classify the Quality of Wireless Links—0
On Meritocracy in Optimal Set Selection—0
Local Calibration: Metrics and Recalibration—0
Coping with Mistreatment in Fair Algorithms—0
Causal Mediation Analysis with Hidden Confounders—0
Everything is Relative: Understanding Fairness with Optimal Transport—0
Deep Learning-based Power Control for Cell-Free Massive MIMO Networks—0
User Subgrouping in Multicast Massive MIMO over Spatially Correlated Rayleigh Fading Channels—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Sustainable and Resilient Systems for Intergenerational Justice—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