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cs.LG2022★ 2 cited
Transmission Neural Networks: From Virus Spread Models to Neural Networks
Shuang Gao, Peter E. Caines
This work connects models for virus spread on networks with their equivalent neural network representations. Based on this connection, we propose a new neural network architecture,…
cs.LG2021
Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems
Borna Sayedana, Mohammad Afshari, Peter E. Caines +1
In this paper, we investigate the problem of system identification for autonomous Markov jump linear systems (MJS) with complete state observations. We propose switched least squar…