Bayesian symbolic regression: Automated equation discovery from a physicists' perspective

Roger Guimera, Marta Sales-Pardo

Symbolic regression automates the process of learning closed-form mathematical models from data. Standard approaches to symbolic regression, as well as newer deep learning approach…