Naoya Chiba

A Transformer Model for Symbolic Regression towards Scientific Discovery

2023 · arXiv (Cornell University)

Symbolic Regression (SR) searches for mathematical expressions which best describe numerical datasets. This allows to circumvent interpretation issues inherent to artificial neural networks, but SR algorithms are often computationally expensive. This work proposes a new …