FedDQA: A novel regularization-based deep learning method for data quality assessment in federated learning
Zongxiang Zhang, Gang Chen, Yunjie Xu, Lihua Huang, Chenghong Zhang, Shuaiyong Xiao
Topics & Concepts
Federated learningComputer scienceRegularization (linguistics)Data qualityMachine learningArtificial intelligenceDeep learningQuality (philosophy)Data modelingData miningDatabaseEngineeringPhilosophyOperations managementEpistemologyMetric (unit)Privacy-Preserving Technologies in DataData Quality and ManagementImbalanced Data Classification Techniques