Practical Bayesian Optimization of Machine Learning Algorithms
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Authors: Jasper Snoek, Hugo Larochelle, Ryan P. Adams
Year: 2014
Journal: ICML
DOI: 10.5555/jmlr-bayopt
Publisher: https://arxiv.org/abs/1206.2944
Keywords: bayesian-opt
Abstract
Bayesian optimization for hyperparameter tuning.
Cite this paper
bibtex
@misc{gpbojmlr2014,
title = {Practical Bayesian Optimization of Machine Learning Algorithms},
author = {Jasper Snoek, Hugo Larochelle, Ryan P. Adams},
year = {2014},
journal = {ICML},
doi = {10.5555/jmlr-bayopt},
url = {https://doi.org/10.5555/jmlr-bayopt},
}