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Two Efficient Vector Quantization Algorithms

Authored on: May 18, 2006 by Laurence Wolfe

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Interpreting the problem in terms of statistical risk, an approach and two efficient algorithms are suggested for efficiently quantizing a parametric source with unknown statistics using a minimax criterion. Unlike universal quantizers, the method and algorithms achieve their optimal performance on a fixed dimension basis.

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