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Sample, Estimate, Tune: Scaling Bayesian Auto-Tuning of Data Science Pipelines.
Alec Anderson
Sébastien Dubois
Alfredo Cuesta-Infante
Kalyan Veeramachaneni
Published in:
DSAA (2017)
Keyphrases
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data science
big data
tuning parameters
machine learning
statistical learning
cloud computing
information systems
bayesian networks
maximum likelihood
posterior distribution
database
data mining
similarity measure
database management systems
information theory