74 citations · 171 across the 8 of their papers we have counts for
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eess.SY2019★ 1 cited
Data Driven Estimation of Stochastic Switched Linear Systems of Unknown Order
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
We address the problem of learning the parameters of a mean square stable switched linear systems (SLS) with unknown latent space dimension, or \textit{order}, from its noisy input…
eess.SY2019★ 4 cited
Nonparametric Finite Time LTI System Identification
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
We address the problem of learning the parameters of a stable linear time invariant (LTI) system or linear dynamical system (LDS) with unknown latent space dimension, or order, fro…