50 citations · 265 across the 22 of their papers we have counts for
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cs.LG2019★ 44 cited
Tensor Entropy for Uniform Hypergraphs
Can Chen, Indika Rajapakse
In this paper, we develop the notion of entropy for uniform hypergraphs via tensor theory. We employ the probability distribution of the generalized singular values, calculated fro…
math.OC2019★ 34 cited
Multilinear Time Invariant System Theory
Can Chen, Amit Surana, Anthony Bloch +1
In biological and engineering systems, structure, function and dynamics are highly coupled. Such interactions can be naturally and compactly captured via tensor based state space d…
math.OC2019★ 32 cited
Multilinear Control Systems Theory
Can Chen, Amit Surana, Anthony Bloch +1
In this paper, we provide a system theoretic treatment of a new class of multilinear time-invariant (MLTI) systems in which the states, inputs and outputs are tensors, and the syst…