Learning to Optimize: A Primer and A Benchmark

Tianlong Chen, Xiaohan Chen, Wuyang Chen, Howard Heaton, Jialin Liu, Zhangyang Wang, Wotao Yin

Paper URL: https://jmlr.org/papers/v23/21-0308.html

Paper Availability And License: Yes

Code Of Conduct: Yes

TLDR: This article is poised to be the first comprehensive survey and benchmark of L2O for continuous optimization, which sets up taxonomies, categorizes existing works and research directions, presents insights, and identifies open challenges.

Submission Number: 11