SOTAVerified

Fairness

Papers

Showing 52765300 of 5676 papers

TitleStatusHype
Proceedings of FACTS-IR 20190
Fairness without Regret0
The What-If Tool: Interactive Probing of Machine Learning ModelsCode0
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm0
The FACTS of Technology-Assisted Sensitivity Review0
Toward Fairness in AI for People with Disabilities: A Research Roadmap0
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture SearchCode0
Operationalizing Individual Fairness with Pairwise Fair Representations0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings0
The Sensitivity of Counterfactual Fairness to Unmeasured ConfoundingCode0
Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates0
Training individually fair ML models with Sensitive Subspace RobustnessCode0
Rényi Fair Inference0
Learning Fair Representations for Kernel ModelsCode0
Fairness criteria through the lens of directed acyclic graphical models0
Quantitative Verification of Neural Networks And its Security Applications0
Learning Fair and Transferable Representations0
Artificial Intelligence: the global landscape of ethics guidelines0
Transfer of Machine Learning Fairness across Domains0
The Cost of a Reductions Approach to Private Fair Optimization0
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems0
FlipTest: Fairness Testing via Optimal TransportCode0
Coresets for Clustering with Fairness ConstraintsCode0
Multi-Category Fairness in Sponsored Search Auctions0
Machine Learning Testing: Survey, Landscapes and Horizons0
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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