Ashton Tovar Burke

What Determines Noise Robustness in Symbolic Regression? A Controlled Study of Physical Law Rediscovery

Symbolic regression promises to rediscover interpretable physical laws directly from data, but real experimental measurements are noisy, and it is unclear which properties of a governing equation make it easier or harder to recover under noise. We conduct a controlled study using...