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Entropy randomization in machine learning / Yuri S. Popkov, Alexey Yu. Popkov, Yuri A. Dubnov.
- Format:
- Book
- Author/Creator:
- Popkov, Yuri S., author.
- Popkov, Alexey Yu., author.
- Dubnov, Yuri A., author.
- Series:
- Chapman & Hall/CRC machine learning & pattern recognition series
- Language:
- English
- Subjects (All):
- Machine learning.
- Stochastic processes.
- Physical Description:
- 1 online resource
- Place of Publication:
- Boca Raton, FL : CRC Press, 2022.
- Biography/History:
- Yuri S. Popkov: Doctor of Engineering, Professor, Academician of Russian Academy of Sciences; Chief Researcher at Federal Research Center "Computer Science and Control," Russian Academy of Sciences; Chief Researcher at Trapeznikov Institute of Control Sciences, Russian Academy of Sciences; Professor at Lomonosov Moscow State University. Author of more than 250 scientific publications, including 15 monographs. His research interests include stochastic dynamic systems, optimization, machine learning, and macrosystem modeling. Alexey Yu. Popkov: Candidate of Sciences, Leading Researcher at Federal Research Center "Computer Science and Control," Russian Academy of Sciences; author of 47 scientific publications. His research interests include software engineering, high-performance computing, data mining, machine learning, and entropy methods. Yuri A. Dubnov: MSc in Physics, Researcher at Federal Research Center "Computer Science and Control," Russian Academy of Sciences. Author of more than 18 scientific publications. His research interests include machine learning, forecasting, randomized approaches, and Bayesian estimation.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. London Available via World Wide Web.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Rosengarten Family Fund.
- Other Format:
- Print version: Popkov, Yuri S. Entropy randomization in machine learning.
- ISBN:
- 9781003306566
- 100330656X
- 9781000628715
- 100062871X
- 9781000628739
- 1000628736
- Publisher Number:
- 40031259633
- Access Restriction:
- Restricted for use by site license.
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