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eess.SY2019
A Full Bayesian Approach to Sparse Network Inference using Heterogeneous Datasets
Junyang Jin, Ye Yuan, Jorge Goncalves
Network inference has been attracting increasing attention in several fields, notably systems biology, control engineering and biomedicine. To develop a therapy, it is essential to…
eess.SY2019
High Precision Variational Bayesian Inference of Sparse Linear Networks
Junyang Jin, Ye Yuan, Jorge Goncalves
Sparse networks can be found in a wide range of applications, such as biological and communication networks. Inference of such networks from data has been receiving considerable at…