AL: autogenerating supervised learning programs

Volume: 3, Pages: 1 - 28
Published: Oct 10, 2019
Abstract
We present AL, a novel automated machine learning system that learns to generate new supervised learning pipelines from an existing corpus of supervised learning programs. In contrast to existing automated machine learning tools, which typically implement a search over manually selected machine learning functions and classes, AL learns to identify the relevant classes in an API by analyzing dynamic program traces that use the target machine...
Paper Details
Title
AL: autogenerating supervised learning programs
Published Date
Oct 10, 2019
Volume
3
Pages
1 - 28
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