Learning Changing Concepts by Exploiting the Structure of Change

Bartlett, Peter; Ben-David, Shai; Kulkarni, Shrinivas R

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Learning Changing Concepts by Exploiting the Structure of Change

Date

2000

Authors

Bartlett, Peter

Ben-David, Shai

Kulkarni, Shrinivas R

Publisher

Kluwer Academic Publishers

Abstract

This paper examines learning problems in which the target function is allowed to change. The learner sees a sequence of random examples, labelled according to a sequence of functions, and must provide an accurate estimate of the target function sequence.