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
Fast online ranking with fairness of exposure—0
Fast MNAS: Uncertainty-aware Neural Architecture Search with Lifelong Learning—0
Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling—0
FedPrune: Towards Inclusive Federated Learning—0
Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey—0
Algorithmic Fairness and Social Welfare—0
Fast Feature Selection with Fairness Constraints—0
Debiasing Graph Representation Learning based on Information Bottleneck—0
Fast & Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learning—0
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization—0
Debiasing Diffusion Model: Enhancing Fairness through Latent Representation Learning in Stable Diffusion Model—0
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices—0
Fast and Examination-agnostic Reciprocal Recommendation in Matching Markets—0
FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint—0
FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness—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
Debiasing classifiers: is reality at variance with expectation?—0
A Unified Approach to Fair Online Learning via Blackwell Approachability—0
FFPDG: Fast, Fair and Private Data Generation—0
Algorithmic Fairness—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