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RubberBand: cloud-based hyperparameter tuning.
Ujval Misra
Richard Liaw
Lisa Dunlap
Romil Bhardwaj
Kirthevasan Kandasamy
Joseph E. Gonzalez
Ion Stoica
Alexey Tumanov
Published in:
EuroSys (2021)
Keyphrases
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cloud computing
gaussian processes
model selection
parameter tuning
big data
hyperparameters
physical design
evolutionary algorithm
maximum a posteriori
parameter settings
web browser
gaussian process
case study
loosely coupled
fine tuning
tuning parameters