IEEE - Institute of Electrical and Electronics Engineers, Inc. - Estimation of density ratio and its application to design a measure of dependence

2009 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

Author(s): Seth, S. ; Principe, J.C.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2009
Conference Location: Grenoble, France, France
Conference Date: 1 September 2009
Page(s): 1 - 6
ISBN (CD): 978-1-4244-4948-4
ISBN (Paper): 978-1-4244-4947-7
ISSN (CD): 1551-2541
DOI: 10.1109/MLSP.2009.5306226
Regular:

In this paper we propose a new approach to estimate the ratio of two probability density functions. The proposed approach is inspired by the kernel based function approximation technique. We apply... View More

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