Optimization for Machine Learning (Neural Information Processing series)（Suvrit Sra， Sebastian Nowozin， Stephen J. Wright）（The MIT Press 2011）

  • 书名：Optimization for Machine Learning (Neural Information Processing series)
  • 出版社：The MIT Press
  • 作者：Suvrit Sra, Sebastian Nowozin, Stephen J. Wright
  • 出版年份：2011
  • 电子书格式： pdf
  • 简介：Dive into the optimization techniques crucial for machine learning. This book, by Suvrit Sra, Sebastian Nowozin, and Stephen J. Wright, provides in-depth coverage of algorithms and methods for training machine learning models. Explore various optimization approaches, from convex to non-convex, suitable for different machine learning tasks. Understand the theoretical foundations and practical applications of optimization in the context of neural networks and other machine learning models. Gain a comprehensive understanding of optimization methods in machine learning through this essential resource.
  • ISBN：9780262016469, 02620
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