Unlabeled sample compression schemes and corner peelings for ample and maximum classes

international colloquium on automata languages and programming, 2019.

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Abstract:

We examine connections between combinatorial notions that arise in machine learning and topological notions in cubical/simplicial geometry. These connections enable to export results from geometry to machine learning. Our first main result is based on a geometric construction by Tracy Hall (2004) of a partial shelling of the cross-polytop...More

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