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

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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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