most citedExcess Mean Squared Error of Empirical Bayes Estimators

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eess.SY2026

Fundamental Limitations of Data-Driven Control: A Statistical Decision Perspective

Jiabao He, Feiran Zhao, Yushan Li +3

Substantial research efforts have been devoted to the design of data-driven controllers; however, comparatively less is known about their statistical performance and fundamental li…

eess.SY2025

Range Space or Null Space: Least-Squares Methods for the Realization Problem

Jiabao He, Yueyue Xu, Yue Ju +2

This contribution revisits the classical approximate realization problem, which involves determining matrices of a state-space model based on estimates of a truncated series of Mar…