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 datasets and their network structure. We …