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Browsing by Subject "Non-parametric density estimation"

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Kernel bandwidth estimation for non-parametric density estimation: a comparative study

Author: Van der Walt, CM ; Barnard, E Date: Dec 2013 We investigate the performance of conventional bandwidth estimators for non-parametric kernel density estimation on a number of representative pattern-recognition tasks, to gain a better understanding of the behaviour of these estimators in ... Read more
Variable kernel density estimation in high-dimensional feature spaces

Author: Van der Walt, Christiaan M ; Barnard, E Date: Feb 2017 Estimating the joint probability density function of a dataset is a central task in many machine learning applications. In this work we address the fundamental problem of kernel bandwidth estimation for variable kernel density estimation in ... Read more

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Browsing by Subject "Non-parametric density estimation"

Browsing by Subject "Non-parametric density estimation"

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