SOTAVerified

Fairness

Papers

Showing 31763200 of 5676 papers

TitleStatusHype
Robust Fair Clustering: A Novel Fairness Attack and Defense FrameworkCode0
Bicriteria Approximation Algorithms for Priority Matroid Median0
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors0
MEDFAIR: Benchmarking Fairness for Medical ImagingCode0
Machine Learning-Powered Course Allocation0
GANTouch: An Attack-Resilient Framework for Touch-based Continuous Authentication SystemCode0
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory0
Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text ClassificationCode0
Ten Years after ImageNet: A 360° Perspective on AI0
Neural Causal Models for Counterfactual Identification and Estimation0
The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds0
Variable-Based Calibration for Machine Learning ClassifiersCode0
Statistical Inference for Fisher Market Equilibrium0
Fair admission risk prediction with proportional multicalibrationCode0
Towards Equalised Odds as Fairness Metric in Academic Performance Prediction0
Discussion about Attacks and Defenses for Fair and Robust Recommendation System Design0
Joint Optimization of Resource Allocation and Trajectory Control for Mobile Group Users in Fixed-Wing UAV-Enabled Wireless Network0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI0
FAIR-FATE: Fair Federated Learning with MomentumCode0
Explainable Global Fairness Verification of Tree-Based ClassifiersCode0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review0
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and MetricCode0
Re-contextualizing Fairness in NLP: The Case of IndiaCode1
Controllable Text Generation for Open-Domain Creativity and Fairness0
Doubly Fair Dynamic Pricing0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified