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Fairness

Papers

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Showing 4601–4625 of 5676 papers

TitleStatusHype
Bicriteria Approximation Algorithms for Priority Matroid Median—0
BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization—0
Biometrics: Trust, but Verify—0
Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks—0
BIRD: Behavior Induction via Representation-structure Distillation—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
Black Feminist Musings on Algorithmic Oppression—0
Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
Blind Pareto Fairness and Subgroup Robustness—0
Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior—0
Blockchain-based Framework for Scalable and Incentivized Federated Learning—0
Blockchain-based Trustworthy Federated Learning Architecture—0
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing—0
Boosting Fairness and Robustness in Over-the-Air Federated Learning—0
Bounded Incentives in Manipulating the Probabilistic Serial Rule—0
Bounded Temporal Fairness for FIFO Financial Markets—0
Boxer: Interactive Comparison of Classifier Results—0
Breaking Fair Binary Classification with Optimal Flipping Attacks—0
Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling—0
Bridging Fairness and Environmental Sustainability in Natural Language Processing—0
Bridging Fairness Gaps: A (Conditional) Distance Covariance Perspective in Fairness Learning—0
Bridging Human Concepts and Computer Vision for Explainable Face Verification—0
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness—0
Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks—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