Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning App...
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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The rising growth of deep neural networks (DNNs) and datasets in size motivates the need for efficient solutions for simultaneous model selection and training. Many methods for hyperparameter optimization (HPO) of iterative learners, including DNNs, attempt to solve this problem by querying and learning a response surface while searching for the op...
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Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
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TN_cdi_proquest_journals_2681638641
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2681638641
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2331-8422
