SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5576–5600 of 5676 papers

TitleStatusHype
Predict Responsibly: Increasing Fairness by Learning to Defer—0
Fair Forests: Regularized Tree Induction to Minimize Model Bias—0
Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment—0
Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport—0
Exponential Structure of Income Inequality: Evidence from 67 Countries—0
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness—0
Recycling Privileged Learning and Distribution Matching for Fairness—0
A Face Fairness Framework for 3D Meshes—0
Calibration for the (Computationally-Identifiable) MassesCode0
Groupwise Maximin Fair Allocation of Indivisible Goods—0
Deletion-Robust Submodular Maximization at Scale—0
Modeling Epistemological Principles for Bias Mitigation in AI Systems: An Illustration in Hiring Decisions—0
Does mitigating ML's impact disparity require treatment disparity?Code0
Predict Responsibly: Improving Fairness and Accuracy by Learning to DeferCode0
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup FairnessCode0
Multiwinner Voting with Fairness ConstraintsCode0
Spectral Algorithms for Computing Fair Support Vector Machines—0
Fair Kernel Learning—0
Two-stage Algorithm for Fairness-aware Machine Learning—0
Provably Fair RepresentationsCode1
On Formalizing Fairness in Prediction with Machine Learning—0
Beyond opening up the black box: Investigating the role of algorithmic systems in Wikipedian organizational culture—0
Fairness Testing: Testing Software for Discrimination—0
On Fairness and CalibrationCode0
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads—0
Show:102550
← PrevPage 224 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