We survey a number of recent results concerning the behaviour of algorithms for learning classifiers based on the solution of a regularized least-squares problem.

Applications of regularized least squares to classification problems / N. Cesa-Bianchi. - In: THEORETICAL COMPUTER SCIENCE. - ISSN 0304-3975. - 382:3(2007 Sep), pp. 221-231. [10.1016/j.tcs.2007.03.053]

Applications of regularized least squares to classification problems

N. Cesa-Bianchi
Primo
2007

Abstract

We survey a number of recent results concerning the behaviour of algorithms for learning classifiers based on the solution of a regularized least-squares problem.
On-line learning ; Selective sampling; Ridge regression ; Perceptron algorithm
Settore INF/01 - Informatica
set-2007
Article (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/36280
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