AMS: Generating AutoML search spaces from weak specifications

© 2020 Owner/Author. We consider a usage model for automated machine learning (AutoML) in which users can influence the generated pipeline by providing a weak pipeline specification: an unordered set of API components from which the AutoML system draws the components it places into the generated pip...

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Bibliographic Details
Main Authors: Cambronero, JP, Cito, J, Rinard, MC
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: ACM 2021
Online Access:https://hdl.handle.net/1721.1/137499