Symbolic Regression on Sparse and Noisy Data with Gaussian Processes

Junette Hsin, Shubhankar Agarwal, Adam Thorpe +2

In this paper, we address the challenge of deriving dynamical models from sparse and noisy data. High-quality data is crucial for symbolic regression algorithms; limited and noisy…