@article{thegeometryofinvariantlearninganinformat, title = {The geometry of invariant learning: an information-theoretic analysis of data augmentation and generalization}, author = {Abdelali Bouyahia and Frédéric LeBlanc and Mario Marchand}, year = {2026}, eprint = {2602.14423}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.14423}, }