Estimating the Support of a High-Dimensional Distribution

Estimating the Support of a High-Dimensional Distribution

Suppose you are given some data set drawn from an underlying probability distribution P and you want to estimate a "simple" subset S of input space such that the probability that a test point drawn from P lies outside of S equals some a priori specified value between 0 and 1. We propose a...

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Bibliographic Details
Main Authors:	Sch"olkopf, B. (Author), Platt, J.C (Author), Shawe-Taylor, J.S (Author), Smola, A.J (Author), Williamson, R.C (Author)
Format:	Article
Language:	English
Published:	2001-07.
Subjects:	Article
Online Access:	Get fulltext

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