PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

A Note on Bounded Query Learning
Jorge Castro
(2005) Technical Report. Lenguajes y Sistemas Informaticos, Barcelona, Spain.

Abstract

We study in this note the relationships between two usual models of learning via queries: the so-called exact and bounded learning models. One of our goals is to point out under which conditions the learning dimension functions, as the abstract identification dimension, originally defined assuming the bounded model can be also used in the exact setting and how the results obtained by using them have to be interpreted.

EPrint Type:Monograph (Technical Report)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Theory & Algorithms
ID Code:1302
Deposited By:Jorge Castro
Deposited On:28 November 2005