SOTAVerified

Fairness

Papers

Showing 521530 of 5676 papers

TitleStatusHype
Approximating Discrimination Within Models When Faced With Several Non-Binary Sensitive AttributesCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated LearningCode0
Towards Energy-Aware Federated Learning on Battery-Powered ClientsCode0
Equalized odds postprocessing under imperfect group informationCode0
DPER: Dynamic Programming for Exist-Random Stochastic SATCode0
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model FairnessCode0
DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?Code0
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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