SOTAVerified

Fairness

Papers

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Showing 1076–1100 of 5676 papers

TitleStatusHype
Real-Time Integrated Dispatching and Idle Fleet Steering with Deep Reinforcement Learning for A Meal Delivery Platform—0
Recommender Systems for Social Good: The Role of Accountability and Sustainability—0
Coverage and Spectral Efficiency of NOMA-Enabled LEO Satellite Networks with Ordering Schemes—0
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing—0
Repeat-bias-aware Optimization of Beyond-accuracy Metrics for Next Basket RecommendationCode0
On the Sum Rate and User Fairness of STAR-RIS Aided Communications—0
Deontic Temporal Logic for Formal Verification of AI Ethics—0
FairCoder: Evaluating Social Bias of LLMs in Code GenerationCode0
Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training—0
Bundled School Choice—0
Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring ContextsCode0
Toward Sufficient Statistical Power in Algorithmic Bias Assessment: A Test for ABROCA—0
Optimizing Value of Learning in Task-Oriented Federated Meta-Learning Systems—0
BiasGuard: Guardrailing Fairness in Machine Learning Production SystemsCode0
AFed: Algorithmic Fair Federated Learning—0
Fairness Through MatchingCode0
Knowledge Distillation with Adapted Weight—0
Proof-of-Data: A Consensus Protocol for Collaborative Intelligence—0
Disentangling Popularity and Quality: An Edge Classification Approach for Fair Recommendation—0
Over-the-Air Fair Federated Learning via Multi-Objective OptimizationCode0
Incentive-Compatible Federated Learning with Stackelberg Game Modeling—0
Representation Learning of Lab Values via Masked AutoEncoderCode0
Exploring Equality: An Investigation into Custom Loss Functions for Fairness Definitions—0
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms—0
Age-Based Device Selection and Transmit Power Optimization in Over-the-Air Federated Learning—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