SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5276–5300 of 5676 papers

TitleStatusHype
Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems—0
A Conceptual Framework for Evaluating Fairness in Search—0
Fair quantile regression—0
CADS: Core-Aware Dynamic Scheduler for Multicore Memory Controllers—0
Fairness-enhancing interventions in stream classification—0
Fairness and Diversity in the Recommendation and Ranking of Participatory Media Content—0
FAHT: An Adaptive Fairness-aware Decision Tree ClassifierCode0
Almost Group Envy-free Allocation of Indivisible Goods and Chores—0
A Causal Bayesian Networks Viewpoint on Fairness—0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
Proceedings of FACTS-IR 2019—0
Fairness without Regret—0
The What-If Tool: Interactive Probing of Machine Learning ModelsCode0
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm—0
The FACTS of Technology-Assisted Sensitivity Review—0
Toward Fairness in AI for People with Disabilities: A Research Roadmap—0
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture SearchCode0
Operationalizing Individual Fairness with Pairwise Fair Representations—0
The Sensitivity of Counterfactual Fairness to Unmeasured ConfoundingCode0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings—0
Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates—0
Rényi Fair Inference—0
Training individually fair ML models with Sensitive Subspace RobustnessCode0
Learning Fair Representations for Kernel ModelsCode0
Fairness criteria through the lens of directed acyclic graphical models—0
Show:102550
← PrevPage 212 of 228Next →
All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

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