SOTAVerified

Fairness

Papers

Showing 10911100 of 5676 papers

TitleStatusHype
Fairness Through MatchingCode0
Knowledge Distillation with Adapted Weight0
Proof-of-Data: A Consensus Protocol for Collaborative Intelligence0
Disentangling Popularity and Quality: An Edge Classification Approach for Fair Recommendation0
Over-the-Air Fair Federated Learning via Multi-Objective OptimizationCode0
Incentive-Compatible Federated Learning with Stackelberg Game Modeling0
Representation Learning of Lab Values via Masked AutoEncoderCode0
Exploring Equality: An Investigation into Custom Loss Functions for Fairness Definitions0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms0
Age-Based Device Selection and Transmit Power Optimization in Over-the-Air Federated Learning0
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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