INTELLIGENT SYSTEMS AND TECHNOLOGIES

Effectiveness estimation of matrices compression in the procedures of randomized machine learning

Yu. S. Popkov

ISA FRC CSC RAS

Abstract: The method of estimation effectiveness of the matrices compressions. That oriented to the procedures randomized machine learning. It is proposed to measure of effectiveness in the term of the Kullback-Leibler function.

Keywords: randomized machine learning, entropy, KL-distance.

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