Representation Learning for Equivariant Inference with Guarantees

Daniel Ordoñez-Apraez, Vladimir Kostić, Alek Fröhlich +3

In many real-world applications of regression, conditional probability estimation, and uncertainty quantification, exploiting symmetries rooted in physics or geometry can dramatica…