Combinatorial variability of vapnik-chervonenkis classes with applications to sample compression schemes

Author:

Ben-David Shai,Litman Ami

Publisher

Elsevier BV

Subject

Applied Mathematics,Discrete Mathematics and Combinatorics

Reference15 articles.

1. Geometrical relation of set systems and probabilistic communication complexity;Alon,1985

2. A composition theorem for learning algorithms with applications to geometric concept classes;Ben-David,1996

3. On the embeddability of finite VC classes in classes of halfspaces;Ben-David,1997

4. Learnability and the Vapnik-Chervonenkis dimension;Blumer;J. Assoc. Comput. Mach.,1989

5. Model Theory;Chang,1990

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