SOTAVerified

Fairness

Papers

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Showing 1951–1975 of 5676 papers

TitleStatusHype
Active Learning for Fair and Stable Online Allocations—0
Fair Allocation in Dynamic Mechanism Design—0
Causal Equal Protection as Algorithmic Fairness—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
Societal AI Research Has Become Less Interdisciplinary—0
Causal Explanations and XAI—0
Fair and efficient contribution valuation for vertical federated learning—0
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP—0
Fairness for Multi-Self Agents—0
Fair and Efficient Resource Allocation with Partial Information—0
Fair and Energy-Efficient Activation Control Mechanisms for Repeater-Assisted Massive MIMO—0
Most Equitable Voting Rules—0
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization—0
Context matters for fairness -- a case study on the effect of spatial distribution shifts—0
Fair and Optimal Cohort Selection for Linear Utilities—0
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework—0
Fair and skill-diverse student group formation via constrained k-way graph partitioning—0
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges—0
Fair and Useful Cohort Selection—0
Causal foundations of bias, disparity and fairness—0
Fair Anomaly Detection For Imbalanced Groups—0
FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition—0
Fair assignment of indivisible objects under ordinal preferences—0
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach—0
A Study on Bias and Fairness In Deep Speaker Recognition—0
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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