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-BianchiPrimo
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.
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