SOTAVerified

Fairness

Papers

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Showing 5076–5100 of 5676 papers

TitleStatusHype
Metric-Free Individual Fairness in Online Learning—0
Trust dynamics and user attitudes on recommendation errors: preliminary results—0
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score NormalizationCode0
Fair Correlation Clustering—0
Diversity and Inclusion Metrics in Subset Selection—0
Oblivious Data for Fairness with KernelsCode0
A novel initialisation based on hospital-resident assignment for the k-modes algorithm—0
Fair Correlation ClusteringCode0
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach—0
FAE: A Fairness-Aware Ensemble Framework—0
Fair Allocation Based Soft Load Shedding—0
Verifying Tree Ensembles by Reasoning about Potential InstancesCode0
Cooperative Energy Scheduling for Microgrids under Peak Demand Energy Plans—0
On Constraint Definability in Tractable Probabilistic Models—0
Bounded Incentives in Manipulating the Probabilistic Serial Rule—0
Lagrangian Duality for Constrained Deep Learning—0
On the Fairness of Randomized Trials for Recommendation with Heterogeneous Demographics and Beyond—0
Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through Social Service InterventionsCode0
Algorithmic Fairness—0
The Incentives that Shape Behaviour—0
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach—0
Fairness in Learning-Based Sequential Decision Algorithms: A Survey—0
Differentially Private and Fair Classification via Calibrated Functional Mechanism—0
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs—0
Theory In, Theory Out: The uses of social theory in machine learning for social science—0
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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