Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees. - Daniel Felipe Ordoñez Apraez; Vladimir Kostic; Alek Fröhlich; Vivien Brandt; Karim Lounici; Massimiliano Pontil (CoRR, 2025)