SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3801–3825 of 5676 papers

TitleStatusHype
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections—0
Visual Identification of Problematic Bias in Large Label SpacesCode5
Fair Group-Shared Representations with Normalizing Flows—0
Fairness in Federated Learning for Spatial-Temporal Applications—0
Towards Equal Opportunity Fairness through Adversarial Learning—0
Privacy, Interpretability, and Fairness in the Multilingual Space—0
Improving Fairness without Demographic by Lagged Dynamic Grouping—0
Are Pretrained Multilingual Models Equally Fair Across Languages?—0
Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual—0
FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes—0
The Fairness Field Guide: Perspectives from Social and Formal Sciences—0
Power Control for Multigroup Multicast Cell-Free Massive MIMO Downlink—0
Blackbox Post-Processing for Multiclass FairnessCode0
Fighting Money Laundering with Statistics and Machine Learning—0
Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems—0
Learning Fair Node Representations with Graph Counterfactual FairnessCode1
FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph EditingCode0
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation—0
A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction—0
Fair and efficient contribution valuation for vertical federated learning—0
AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor ModelsCode1
The Effect of Model Compression on Fairness in Facial Expression Recognition—0
AutoBalance: Optimized Loss Functions for Imbalanced DataCode1
Parity-based Cumulative Fairness-aware Boosting—0
Fair Data Representation for Machine Learning at the Pareto FrontierCode0
Show:102550
← PrevPage 153 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