176 search results - page 1 / 36 » The complexity of properly learning simple concept classes |
20
Voted
JCSS
2008
13 years 11 months ago
2008
ECCC
2002
13 years 11 months ago
2002
We study the proper learnability of axis-parallel concept classes in the PAC-learning and exactlearning models. These classes include union of boxes, DNF, decision trees and multi...
ALT
2002
Springer
14 years 8 months ago
2002
Springer
The general dimension is a combinatorial measure that characterizes the number of queries needed to learn a concept class. We use this notion to show that any p-evaluatable concep...
ICML
1999
IEEE
14 years 12 months ago
1999
IEEE
E cient learning of DFA is a challenging research problem in grammatical inference. Both exact and approximate (in the PAC sense) identi ability of DFA from examples is known to b...
TCC
2010
Springer
14 years 8 months ago
2010
Springer
Learning is a task that generalizes many of the analyses that are applied to collections of data, and in particular, collections of sensitive individual information. Hence, it is n...