On the Generalization Bounds of Symbolic Regression with Genetic Programming

Masahiro Nomura, Ryoki Hamano, Isao Ono

Symbolic regression (SR) with genetic programming (GP) aims to discover interpretable mathematical expressions directly from data. Despite its strong empirical success, the theoret…