On Bayesian optimization and its application to hyperparameter tuning
This thesis introduces the concept of Bayesian optimization, primarly used in optimizing costly black-box functions. Besides theoretical treatment of the topic, the focus of the thesis is on two numerical experiments. Firstly, different types of acquisition functions, which are the key components re...
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| Format: | Others |
| Language: | English |
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Linnéuniversitetet, Institutionen för matematik (MA)
2018
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| Online Access: | http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-74962 |