Optimization
Abstract
Chapter 10 presents useful techniques in optimization, a topic that is required in order to apply most methods in machine learning. Even when relying on existing software for optimization, a machine learning practitioner can be more effective if they understand a variety of optimization methods and their strengths and weaknesses.
Fields of Study & Subjects
Stochastic Gradient Optimization Techniques
Advanced Optimization Algorithms Research
Machine Learning and Data Classification
Publication details
- Journal / source
- Machine Learning
- Pages
- 203–234
- Publication date
- 22 January 2026
- Language
- EN