SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3326–3350 of 5676 papers

TitleStatusHype
Fairness by Explicability and Adversarial SHAP Learning—0
Fairness by Learning Orthogonal Disentangled Representations—0
Fairness Certification for Natural Language Processing and Large Language Models—0
Non-portability of Algorithmic Fairness in India—0
Fairness constraint in Structural Econometrics and Application to fair estimation using Instrumental Variables—0
Fairness constraints can help exact inference in structured prediction—0
Fairness Constraints in Semi-supervised Learning—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Fairness criteria through the lens of directed acyclic graphical models—0
Fairness Degrading Adversarial Attacks Against Clustering Algorithms—0
Fairness-Driven LLM-based Causal Discovery with Active Learning and Dynamic Scoring—0
Fairness-Driven Private Collaborative Machine Learning—0
Fairness-enhancing deep learning for ride-hailing demand prediction—0
Fairness-enhancing interventions in stream classification—0
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data—0
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System—0
Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing—0
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness—0
Fairness Evaluation with Item Response Theory—0
Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias—0
Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization -- A Reproducibility Study—0
Fairness for AUC via Feature Augmentation—0
Cooperative Multi-Agent Fairness and Equivariant Policies—0
Fairness for Robust Learning to Rank—0
Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods—0
Show:102550
← PrevPage 134 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