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Stochastic optimization for large-scale machine learning Vinod Kumar Chauhan, PhD.

By: Material type: TextTextPublication details: Boca Raton CRC Press 2022Edition: First editionDescription: xviii, 158 pages : illustrationsISBN:
  • 9781032131757
  • 9781032146140
Subject(s): DDC classification:
  • 006.31 23 CHA
Summary: "Stochastic Optimization for Large-scale Machine Learning identifies different areas of improvement and recent research directions to tackle the challenge. Developed optimisation techniques are also explored to improve machine learning algorithms based on data access and on first and second order optimisation methods. The book will be a valuable reference to practitioners and researchers as well as students in the field of machine learning"--
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Item type Current library Home library Call number Status Date due Barcode
Book Book Dept. of Computer Science Dept. of Computer Science 006.31 CHA (Browse shelf(Opens below)) Available DCS4979

Includes bibliographical references (pages 145-156) and index.

"Stochastic Optimization for Large-scale Machine Learning identifies different areas of improvement and recent research directions to tackle the challenge. Developed optimisation techniques are also explored to improve machine learning algorithms based on data access and on first and second order optimisation methods. The book will be a valuable reference to practitioners and researchers as well as students in the field of machine learning"--

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