Bayesian optimization for conditional hyperparameter spaces

By Julien-Charles Levesque, Audrey Durand, Christian Gagné, Robert Sabourin. 2017

44 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computational Theory and Mathematics

Citations in the corpus

• Benchmark and Survey of Automated Machine Learning Frameworks (2019, neutral): “Extensions for treating integer variables in Gaussian processes exist (e.g., Levesque et al., 2017; GarridoMerchán & Hernández-Lobato, 2018). data to create groups of similar observations.”