2 search results - page 1 / 1 » Bounding the Vapnik-Chervonenkis Dimension of Concept Classe... |
COLT
1993
Springer
13 years 9 months ago
1993
Springer
The Vapnik-Chervonenkis (V-C) dimension is an important combinatorial tool in the analysis of learning problems in the PAC framework. For polynomial learnability, we seek upper bou...
COLT
1993
Springer
13 years 9 months ago
1993
Springer
We consider the problem of learning in multilayer feed-forward networks of linear threshold units. We show that the Vapnik-Chervonenkis dimension of the class of functions that ca...