Random projection trees for vector quantization

Details Random projection trees for vector quantization Random projection trees for vector quantization

2008-05-09

arxiv.org/abs/0805.1390v1

Statistics

Machine Learning

Scientific paper

A simple and computationally efficient scheme for tree-structured vector
quantization is presented. Unlike previous methods, its quantization error
depends only on the intrinsic dimension of the data distribution, rather than
the apparent dimension of the space in which the data happen to lie.

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