articleTop 1% cited
Federated learning on non-IID data: A survey
Neurocomputing · 2021 · Vol. 465 · pp. 371–390
Hangyu Zhu(University of Surrey)Jinjin Xu(East China University of Science and Technology)Shiqing Liu(University of Surrey)Yaochu Jin✉(University of Surrey)
Privacy-Preserving Technologies in DataMobile Crowdsensing and CrowdsourcingTraffic Prediction and Management TechniquesComputer scienceFederated learningIndependent and identically distributed random variablesParametric statisticsMachine learningArtificial intelligenceDistributed learningWork (physics)Mode (computer interface)Training set
Citations
909
FWCI
79.50
field-weighted impact
References
206
Percentile
100%
vs. same field & year
Citations per year
References
Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences
Atmospheric Environment · 1998 · 3,281 citations
Relaxation of Crystals with the Quasi-Newton Method
Journal of Computational Physics · 1997 · 2,975 citations
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49,286 citations
Long Short-Term Memory
Neural Computation · 1997 · 95,078 citations
Nonlinear principal component analysis using autoassociative neural networks
AIChE Journal · 1991 · 3,014 citations
How to share a secret
Communications of the ACM · 1979 · 13,299 citations
The Calculation of Posterior Distributions by Data Augmentation
Journal of the American Statistical Association · 1987 · 3,753 citations
New directions in cryptography
IEEE Transactions on Information Theory · 1976 · 14,351 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.