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Fairness

Papers

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Showing 2101–2125 of 5676 papers

TitleStatusHype
Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning—0
Conceptualization and Framework of Hybrid Intelligence Systems—0
Active Data Sampling and Generation for Bias Remediation—0
Conceptualization and Framework of Hybrid Intelligence Systems—0
Concept Embedding Analysis: A Review—0
Assessing Phenotype Definitions for Algorithmic Fairness—0
Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces—0
Concept-Based Explanations for Tabular Data—0
Computing the Collection of Good Models for Rule Lists—0
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition—0
Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraint—0
Computational Studies in Influencer Marketing: A Systematic Literature Review—0
Assessing Perceived Fairness from Machine Learning Developer's Perspective—0
A Human-Centric Take on Model Monitoring—0
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency—0
Computational Design of Cold Bent Glass Façades—0
Assessing Multilingual Fairness in Pre-trained Multimodal Representations—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Comprehensive Framework for Evaluating Conversational AI Chatbots—0
A Human-Centric Perspective on Fairness and Transparency in Algorithmic Decision-Making—0
Towards Fair Representation: Clustering and Consensus—0
Assessing Group Fairness with Social Welfare Optimization—0
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics—0
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs—0
A Human-Centered Review of Algorithms in Decision-Making in Higher Education—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