SOTAVerified

Fairness

Papers

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Showing 3401–3425 of 5676 papers

TitleStatusHype
Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology—0
Robust Fair Clustering: A Novel Fairness Attack and Defense FrameworkCode0
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
MEDFAIR: Benchmarking Fairness for Medical ImagingCode0
Machine Learning-Powered Course Allocation—0
GANTouch: An Attack-Resilient Framework for Touch-based Continuous Authentication SystemCode0
Ten Years after ImageNet: A 360° Perspective on AI—0
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory—0
Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text ClassificationCode0
Variable-Based Calibration for Machine Learning ClassifiersCode0
Neural Causal Models for Counterfactual Identification and Estimation—0
The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds—0
Fair admission risk prediction with proportional multicalibrationCode0
Statistical Inference for Fisher Market Equilibrium—0
Towards Equalised Odds as Fairness Metric in Academic Performance Prediction—0
Discussion about Attacks and Defenses for Fair and Robust Recommendation System Design—0
Joint Optimization of Resource Allocation and Trajectory Control for Mobile Group Users in Fixed-Wing UAV-Enabled Wireless Network—0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
FAIR-FATE: Fair Federated Learning with MomentumCode0
Explainable Global Fairness Verification of Tree-Based ClassifiersCode0
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and MetricCode0
Controllable Text Generation for Open-Domain Creativity and Fairness—0
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making—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