SOTAVerified

Fairness

Papers

Showing 12761300 of 5676 papers

TitleStatusHype
Algorithms for Fairness in Sequential Decision MakingCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray ImagesCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
Ensuring Fairness Beyond the Training DataCode0
Bias Behind the Wheel: Fairness Testing of Autonomous Driving SystemsCode0
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings TechniquesCode0
FairOD: Fairness-aware Outlier DetectionCode0
Data and Model Dependencies of Membership Inference AttackCode0
FairPFN: A Tabular Foundation Model for Causal FairnessCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
FairProof : Confidential and Certifiable Fairness for Neural NetworksCode0
Attraction-Repulsion clustering with applications to fairnessCode0
Fair Ranking as Fair Division: Impact-Based Individual Fairness in RankingCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Active Sampling for Min-Max FairnessCode0
Fair Reciprocal Recommendation in Matching MarketsCode0
An Algorithmic Framework for Fairness ElicitationCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Attributing Fair Decisions with Attention InterventionsCode0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
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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