Stochastic optimization for large-scale machine learning Vinod Kumar Chauhan, PhD.
Material type: TextPublication details: Boca Raton CRC Press 2022Edition: First editionDescription: xviii, 158 pages : illustrationsISBN:- 9781032131757
- 9781032146140
- 006.31 23 CHA
Item type | Current library | Home library | Call number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|---|
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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