Automatically debugging AutoML pipelines using maro: ML automated remediation oracle.

Julian Dolby Jason Tsay Martin Hirzel

Published in: MAPS@PLDI (2022)

Keyphrases

automatically generated
maximum likelihood
automated analysis
data driven
computer aided
database
neural network
machine learning
user defined
computer assisted
real time
software engineering
oracle database
model based diagnosis
semi automated
novice programmers