SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1451–1475 of 5676 papers

TitleStatusHype
Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift—0
Towards Unbiased Evaluation of Time-series Anomaly DetectorCode0
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model—0
A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs—0
User Subgrouping and Power Control for Multicast Massive MIMO over Spatially Correlated Channels—0
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness CalibrationCode0
Bypassing the Popularity Bias: Repurposing Models for Better Long-Tail Recommendation—0
Beyond Algorithmic Fairness: A Guide to Develop and Deploy Ethical AI-Enabled Decision-Support Tools—0
A Deep Learning Approach for User-Centric Clustering in Cell-Free Massive MIMO Systems—0
OATH: Efficient and Flexible Zero-Knowledge Proofs of End-to-End ML Fairness—0
Fair Anomaly Detection For Imbalanced Groups—0
Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness—0
Fairness, not Emotion, Drives Socioeconomic Decision Making—0
A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach—0
Bias Begets Bias: The Impact of Biased Embeddings on Diffusion Models—0
A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View—0
Using Synthetic Data to Mitigate Unfairness and Preserve Privacy in Collaborative Machine Learning—0
LabellessFace: Fair Metric Learning for Face Recognition without Attribute Labels—0
Batched Online Contextual Sparse Bandits with Sequential Inclusion of Features—0
Enhancing transparency in AI-powered customer engagement—0
Fair CoVariance Neural Networks—0
Promoting Fairness in Link Prediction with Graph Enhancement—0
Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning—0
SIG: A Synthetic Identity Generation Pipeline for Generating Evaluation Datasets for Face Recognition—0
Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation—0
Show:102550
← PrevPage 59 of 228Next →
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