Bogdan Chornomaz

Dual VC Dimension Obstructs Sample Compression by Embeddings

2024 · arXiv (Cornell University)

This work studies embedding of arbitrary VC classes in well-behaved VC classes, focusing particularly on extremal classes. Our main result expresses an impossibility: such embeddings necessarily require a significant increase in dimension. In particular, we …