SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4551–4575 of 5676 papers

TitleStatusHype
Strategic bidding in freight transport using deep reinforcement learning—0
Maximizing Marginal Fairness for Dynamic Learning to RankCode0
Lexicographically Fair Learning: Algorithms and Generalization—0
Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information—0
Towards the Right Kind of Fairness in AI—0
Fair and Optimal Cohort Selection for Linear Utilities—0
Where to locate COVID-19 mass vaccination facilities?—0
On the Impact of Device and Behavioral Heterogeneity in Federated Learning—0
AI Ethics Needs Good Data—0
Long-Term Resource Allocation Fairness in Average Markov Decision Process (AMDP) Environment—0
Learning in Multi-Stage Decentralized Matching Markets—0
MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset—0
Technical Challenges for Training Fair Neural Networks—0
Fairness-Aware PAC Learning from Corrupted Data—0
Fairness Through Regularization for Learning to Rank—0
Investigating Trade-offs in Utility, Fairness and Differential Privacy in Neural Networks—0
Regret, stability & fairness in matching markets with bandit learners—0
Testing Framework for Black-box AI Models—0
Disentangled Representations from Non-Disentangled Models—0
Output Perturbation for Differentially Private Convex Optimization: Faster and More General—0
Regularization Strategies for Quantile Regression—0
Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation—0
The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic FairnessCode0
Learning to Generate Fair Clusters from Demonstrations—0
A Ranking Approach to Fair Classification—0
Show:102550
← PrevPage 183 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