SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1726–1750 of 5676 papers

TitleStatusHype
Causal Machine Learning: A Survey and Open Problems—0
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization—0
Affirmative Algorithms: The Legal Grounds for Fairness as Awareness—0
Causally Fair Node Classification on Non-IID Graph Data—0
A Reinforcement Learning Approach for RIS-aided Fair Communications—0
Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network—0
Causal Learning for Trustworthy Recommender Systems: A Survey—0
A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints—0
A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks—0
A Computational Approach to Improving Fairness in K-means Clustering—0
Causal Learning for Socially Responsible AI—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
Are generative models fair? A study of racial bias in dermatological image generation—0
Causality in Neural Networks -- An Extended Abstract—0
Causality-based Neural Network Repair—0
Are Fairness Perceptions Shaped by Income Inequality? Evidence from Latin America—0
AFed: Algorithmic Fair Federated Learning—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Causality-Aided Trade-off Analysis for Machine Learning Fairness—0
Are fairness metric scores enough to assess discrimination biases in machine learning?—0
Causal Interventions for Fairness—0
Causal Intervention for Fairness in Multi-behavior Recommendation—0
Are Elites Meritocratic and Efficiency-Seeking? Evidence from MBA Students—0
A Fair Pricing Model via Adversarial Learning—0
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence—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