Stochastic Optimization for Large-scale Machine Learning

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. "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"--

• | Author: Vinod Kumar Chauhan
• | Publisher: Taylor & Francis Ltd
• | Publication Date: Nov 19, 2021
• | Number of Pages:
• | Language:
• | Binding: Hardback
• | ISBN-13: 9781032131757
• | ISBN-10: 1032131756