Adaptive Context Trees and Text

  • ORMALE NE COLE
  • Published 2000

Abstract

If (X; Y) 2 A D A is a pair of random variables with probability P , where A is a nite alphabet and D an integer, we consider the problem of estimating P (Y jX) when a data set (Xi; Yi) n i=1 of i.i.d variables is observed. Introducing a family of possible regression models, we build various adaptive estimators based on this family, whose risks in terms of… (More)

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Cite this paper

@inproceedings{COLE2000AdaptiveCT, title={Adaptive Context Trees and Text}, author={ORMALE NE COLE}, year={2000} }