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A framework for probability density estimation

Shawe-Taylor, J; Dolia, A; (2007) A framework for probability density estimation. In: (pp. pp. 468-475). Gold open access


The paper introduces a new framework for learning probability density functions. A theoretical analysis suggests that we can tailor a distribution for a class of tasks by training it to fit a small subsample. Experimental evidence is given to support the theoretical analysis.

Type: Proceedings paper
Title: A framework for probability density estimation
Open access status: An open access publication
UCL classification: UCL > School of BEAMS
UCL > School of BEAMS > Faculty of Engineering Science
URI: http://discovery.ucl.ac.uk/id/eprint/139446
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