dyweb / papers-notebook

:page_facing_up: :cn: :page_with_curl: 论文阅读笔记(分布式系统、虚拟化、机器学习)Papers Notebook (Distributed System, Virtualization, Machine Learning)
https://github.com/dyweb/papers-notebook/issues?utf8=%E2%9C%93&q=is%3Aissue+is%3Aopen+-label%3ATODO-%E6%9C%AA%E8%AF%BB
Apache License 2.0
2.14k stars 250 forks source link

Automated Machine Learning: State-of-The-Art and OpenChallenges #154

Open gaocegege opened 5 years ago

gaocegege commented 5 years ago

https://arxiv.org/pdf/1906.02287.pdf

又是一个关于 AutoML 的 survey

gaocegege commented 5 years ago

这篇文章写的应该也比较适合入门。它分章节介绍了 Meta Learning,NAS,超参数搜索等不同 AutoML 的分类,最后介绍了目前存在的一些工具和框架(没介绍 Vizier 很神奇)。

image

image

image