Learning to Optimize: A Primer and A Benchmark

Published: 15 Aug 2023, Last Modified: 15 Aug 2023AutoML 2023 (Journal Track)EveryoneRevisionsBibTeX
Paper URL: https://jmlr.org/papers/v23/21-0308.html
Broader Impact Statement: pdf
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