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20242026
most citedFinite Sample Analysis of Open-loop Subspace Identification Methods

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stat.ML2025

Bayes and Biased Estimators Without Hyper-parameter Estimation: Comparable Performance to the Empirical-Bayes-Based Regularized Estimator

Yue Ju, Bo Wahlberg, Håkan Hjalmarsson

Regularized system identification has become a significant complement to more classical system identification. It has been numerically shown that kernel-based regularized estimator…