Owen Melia

Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Clouds

2023 · arXiv (Cornell University)

Rotational invariance is a popular inductive bias used by many fields in machine learning, such as computer vision and machine learning for quantum chemistry. Rotation-invariant machine learning methods set the state of the art for …