The Blessing of Dimensionality: Separation Theorems in the Thermodynamic Limit**The work is partially supported by Innovate UK, Technology Strategy Board, Knowledge Transfer Partnership grant KTP009890

Author:

Gorban Alexander N.,Tyukin Ivan Yu.,Romanenko Ilya

Publisher

Elsevier BV

Subject

Control and Systems Engineering

Reference17 articles.

1. The more, the merrier: the blessing of dimensionality for learning large Gaussian mixtures;Anderson;Journal of Machine Learning Research: Workshop and Conference Proceedings,2014

2. Dynamic programming;Bellman,1957

3. Chen, D., Cao, X., Wen, F., and Sun, J. (2013). Blessing of dimensionality: High dimensional feature and its efficient compression for lace verification. In CVPR 2013.

4. Elementary Principles in Statistical Mechanics, developed with especial reference to the rational foundation of thermodynamics;Gibbs,1960

5. Order-disorder separation: Geometric revision;Gorban;Physica A,2007

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