Learning Theory: An Approximation Theory Viewpoint 豆 0.0分

资源最后更新于 2020-09-05 22:00:14

作者：Cucker, Felipe/ Zhou, Ding-Xuan

出版社：Cambridge Univ Pr

出版日期：2007-01

ISBN：9780521865593

文件格式： pdf

标签： 机器学习 统计学习 学习理论 Learning_Theory Math

简介· · · · · ·

The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the fir...