54 citations · 143 across the 23 of their papers we have counts for
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math.OC2014★ 48 cited
Maximum Entropy Kernels for System Identification
Francesca Paola Carli, Tianshi Chen, Lennart Ljung
A new nonparametric approach for system identification has been recently proposed where the impulse response is modeled as the realization of a zero-mean Gaussian process whose cov…
eess.SY2014
Maximum Entropy Property of Discrete-time Stable Spline Kernel
Tohid Ardeshiri, Tianshi Chen
In this paper, the maximum entropy property of the discrete-time first-order stable spline kernel is studied. The advantages of studying this property in discrete-time domain inste…