SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4476–4500 of 5676 papers

TitleStatusHype
Long-Term Resource Allocation Fairness in Average Markov Decision Process (AMDP) Environment—0
Learning in Multi-Stage Decentralized Matching Markets—0
Technical Challenges for Training Fair Neural Networks—0
MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset—0
Testing Framework for Black-box AI Models—0
Disentangled Representations from Non-Disentangled Models—0
Investigating Trade-offs in Utility, Fairness and Differential Privacy in Neural Networks—0
Fairness Through Regularization for Learning to Rank—0
Fairness-Aware PAC Learning from Corrupted Data—0
Regret, stability & fairness in matching markets with bandit learners—0
Regularization Strategies for Quantile Regression—0
CaPC Learning: Confidential and Private Collaborative LearningCode1
Output Perturbation for Differentially Private Convex Optimization: Faster and More General—0
A Ranking Approach to Fair Classification—0
Learning to Generate Fair Clusters from Demonstrations—0
The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic FairnessCode0
Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation—0
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare—0
Removing biased data to improve fairness and accuracyCode0
Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities—0
BeFair: Addressing Fairness in the Banking Sector—0
Impact of Data Processing on Fairness in Supervised Learning—0
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice—0
One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision—0
Agent Incentives: A Causal Perspective—0
Show:102550
← PrevPage 180 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