From STLS to Projection-based Dictionary Selection in Sparse Regression for System Identification

Hangjun Cho, Fabio V. G. Amaral, Andrei A. Klishin +2

In this work, we revisit dictionary-based sparse regression, in particular, Sequential Threshold Least Squares (STLS), and propose a score-guided library selection to provide pract…