Search Results for author: J. Hyam Rubinstein

Found 2 papers, 0 papers with code

Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes

no code implementations11 Oct 2022 J. Hyam Rubinstein, Benjamin I. P. Rubinstein

We also prove that all intersection-closed classes with VC dimension $d$ admit unlabelled compression schemes of size at most $11d$.

Learning Theory LEMMA

Bounding Embeddings of VC Classes into Maximum Classes

no code implementations29 Jan 2014 J. Hyam Rubinstein, Benjamin I. P. Rubinstein, Peter L. Bartlett

The most promising approach to positively resolving the conjecture is by embedding general VC classes into maximum classes without super-linear increase to their VC dimensions, as such embeddings would extend the known compression schemes to all VC classes.

Learning Theory

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