Randomized machine learning procedures

DOI10.1134/S0005117919090078zbMath1477.62162OpenAlexW2972333611MaRDI QIDQ2289052

Yuri S. Popkov

Publication date: 28 January 2020

Published in: Automation and Remote Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s0005117919090078

zbMATH Keywords

entropyuncertaintyrandomizationmatrix normstext classificationdynamic regressionempirical balanceshard and soft randomization procedures

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

Uses Software

• PRMLT

Cites Work

• A versatile and robust metric entropy test of time-reversibility, and other hypotheses
• Monte Carlo method of batch iterations: probabilistic characteristics
• Papers on probability, statistics and statistical physics. Ed. by R. D. Rosenkrantz.
• Machine Learning
• Information Theory and Statistical Mechanics
• Probability Theory
• Simulation and the Monte Carlo Method
• On Information and Sufficiency
• The elements of statistical learning. Data mining, inference, and prediction
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