SOTAVerified

Fairness

Papers

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Showing 3526–3550 of 5676 papers

TitleStatusHype
Towards Energy-Aware Federated Learning on Battery-Powered ClientsCode0
Towards Fair Conversational Recommender Systems—0
Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design—0
Bias Reducing Multitask Learning on Mental Health Prediction—0
Counterfactual Fairness Is Basically Demographic Parity—0
Shap-CAM: Visual Explanations for Convolutional Neural Networks based on Shapley Value—0
Bias and Fairness in Computer Vision Applications of the Criminal Justice System—0
ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization—0
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning—0
A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN—0
Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship—0
De-biased Representation Learning for Fairness with Unreliable Labels—0
Streaming Algorithms for Diversity Maximization with Fairness ConstraintsCode0
Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application—0
An Equity-Aware Recommender System for Curating Art Exhibits Based on Locally-Constrained Graph Matching—0
Multiple Attribute Fairness: Application to Fraud Detection—0
Should Bank Stress Tests Be Fair?—0
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization—0
Towards Soft Fairness in Restless Multi-Armed Bandits—0
Causal foundations of bias, disparity and fairness—0
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing MethodsCode0
A Learning and Control Perspective for Microfinance—0
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors—0
Innovations in Neural Data-to-text Generation: A Survey—0
A Survey on Trustworthy Recommender Systems—0
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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