Symbolic-Diffusion: Deep Learning Based Symbolic Regression with D3PM Discrete Token Diffusion

Ryan T. Tymkow, Benjamin D. Schnapp, Mojtaba Valipour +1

Symbolic regression refers to the task of finding a closed-form mathematical expression to fit a set of data points. Genetic programming based techniques are the most common algori…