First-order and Stochastic Optimization Methods for Machine Learning 豆 0.0分

资源最后更新于 2020-08-23 16:19:48

作者：Guanghui Lan

出版社：Springer

出版日期：2020-01

ISBN：9783030395674

文件格式： pdf

标签： 计算机 机器学习 最优化 数学

简介· · · · · ·

This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms. In spite of the intensive research and development in this area, there does not exist a systematic treatment to introduce the fundamental concepts and recent progresses on machine learning algorithms, especially on those...