Predicting {0, 1}-functions on randomly drawn points
Information and Computation
Sphere packing numbers for subsets of the Boolean n-cube with bounded Vapnik-Chervonenkis dimension
Journal of Combinatorial Theory Series A
A generalization of Sauer's lemma
Journal of Combinatorial Theory Series A
Shifting: One-inclusion mistake bounds and sample compression
Journal of Computer and System Sciences
Hi-index | 0.89 |
In this paper, we show that the density of the one-inclusion hypergraph induced by a family of multi-valued functions is bounded by the pseudo-dimension of this family. (The original proof for this fact, that has been published quite recently, makes use of a wrong claim.) We show furthermore that the well-known graph-dimension is another upper bound on the density (which solves an open problem from Rubinstein et al. (2009) [4]).