Networked Exponential Families for Big Data Over Networks

Networked Exponential Families for Big Data Over Networks

The data generated in many application domains can be modeled as big data over networks, i.e., massive collections of high-dimensional local datasets related via an intrinsic network structure. Machine learning for big data over networks must jointly leverage the information contained in the local d...

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Bibliographic Details
Main Author: Alexander Jung
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Big data
networks
statistical machine learning
federated learning
privacy-preserving machine learning
lasso
Online Access:https://ieeexplore.ieee.org/document/9239959/

Internet

https://ieeexplore.ieee.org/document/9239959/

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