SOTAVerified

Fairness

Papers

Showing 24762500 of 5676 papers

TitleStatusHype
Precision psychiatry: predicting predictability0
Verifying Global Neural Network Specifications using Hyperproperties0
Sampling Individually-Fair Rankings that are Always Group Fair0
Intersectionality and Testimonial Injustice in Medical Records0
Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials0
Towards Characterizing Domain Counterfactuals For Invertible Latent Causal ModelsCode0
CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation FrameworkCode1
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models0
A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake NewsCode0
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge0
Fairness-aware Message Passing for Graph Neural Networks0
Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness0
Fairness Index Measures to Evaluate Bias in Biometric Recognition0
Gender Bias in Transformer Models: A comprehensive survey0
Fair Causal Feature Selection0
Dual Node and Edge Fairness-Aware Graph Partition0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Fairness in Preference-based Reinforcement Learning0
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score FunctionsCode0
Arbitrariness Lies Beyond the Fairness-Accuracy FrontierCode0
Fast and Examination-agnostic Reciprocal Recommendation in Matching Markets0
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing0
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness MethodsCode1
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity NormalizationCode1
Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoMLCode0
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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