SOTAVerified

Fairness

Papers

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Showing 2726–2750 of 5676 papers

TitleStatusHype
Training Fair Models in Federated Learning without Data Privacy Infringement—0
FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient—0
FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation—0
Cluster-level Group Representativity Fairness in k-means Clustering—0
Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd—0
FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis—0
FedPrune: Towards Inclusive Federated Learning—0
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos—0
FR-GAN: Fair and Robust Training—0
From Coders to Critics: Empowering Students through Peer Assessment in the Age of AI Copilots—0
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach—0
Feedback Effects in Repeat-Use Criminal Risk Assessments—0
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization—0
From Efficiency to Equity: Measuring Fairness in Preference Learning—0
From Models to Systems: A Comprehensive Fairness Framework for Compositional Recommender Systems—0
FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation—0
FairJudge: Trustworthy User Prediction in Rating Platforms—0
FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks—0
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification—0
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach—0
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning—0
Data-Driven Fairness Generalization for Deepfake Detection—0
FFPDG: Fast, Fair and Private Data Generation—0
Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport—0
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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