Finite-sample bounds for multi-output system identification

Léo Simpson, Katrin Baumgärtner, Johannes Köhler +1

This paper presents uniform-in-time finite-sample bounds for regularized linear regression with vector-valued outputs and conditionally zero-mean subgaussian noise. By revisiting c…