Model-based Asynchronous Hyperparameter Optimization.

Louis C. Tiao Aaron Klein Cédric Archambeau Matthias W. Seeger

Published in: CoRR (2020)

Keyphrases

optimization problems
optimization algorithm
optimization process
learning algorithm
probabilistic model
data driven
global optimization
information systems
optimal solution
model selection
gaussian processes
optimal design
optimality conditions
bilevel programming