BOHB: Robust and Efficient Hyperparameter Optimization at Scale.

Stefan Falkner Aaron Klein Frank Hutter

Published in: ICML (2018)

Keyphrases

data structure
computationally efficient
global optimization
computationally expensive
optimization algorithm
computer vision
robust estimation
cost effective
model selection
scale space
data sets
cross validation
prior knowledge
artificial neural networks
multiscale
optimization methods
robust optimization