Stochastic optimization for large-scale machine learning / Vinod Kumar Chauhan, PhD.
| Author/creator | Chauhan, Vinod Kumar |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, Taylor and Francis Group, 2022. |
| Description | 1 online resource (xviii, 158 pages) |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Abstract | "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"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references (pages 145-156) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher; resource not viewed. |
| Issued in other form | Print version: Stochastic optimization for large-scale machine learning Boca Raton : CRC Press, Taylor & Francis Group, 2022. 9781032131757 |
| Genre/form | Electronic books. |
| LCCN | 2023701542 |
| ISBN | 9781000505610 ebook |
| ISBN | (hardback) |
| ISBN | (paperback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |