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cs.LG2021
Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs
Harish Doddi, Deepjyoti Deka, Saurav Talukdar +1
We consider a networked linear dynamical system with agents/nodes. We study the problem of learning the underlying graph of interactions/dependencies from observations of the n…
cs.LG2017★ 2 cited
Exact Topology Reconstruction of Radial Dynamical Systems with Applications to Distribution System of the Power Grid
Saurav Talukdar, Deepjyoti Deka, Donatello Materassi +1
In this article we present a method to reconstruct the interconnectedness of dynamically related stochastic processes, where the interactions are bi-directional and the underlying…