US Patent 11341420 Hyperparameter optimization method and apparatus
Patent 11341420 was granted and assigned to Samsung on May, 2022 by the United States Patent and Trademark Office.
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Hyun Bin Loh0
Ji Su Jeong0
Jin Hwan Han0
Ki Hyo Moon0
Seung Jai Min0
Sung Jun Kim0
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Patent Number
113414200
Date of Patent
May 24, 2022
0Patent Application Number
165453280
Date Filed
August 20, 2019
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US Patent 11341420 Hyperparameter optimization method and apparatus
Article
A hyperparameter optimization method performed by a hyperparameter optimization apparatus to optimize hyperparameters of a model includes calculating an evaluation score for each of a plurality of hyperparameter samples constituting a first hyperparameter sample set by applying each of the hyperparameter samples to a target model, performing weighted clustering of the hyperparameter samples by using the calculated evaluation scores as weights and constructing a second hyperparameter sample set based on the clustering result.
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Patent applicant
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Patent jurisdiction
Patent number
11341420
Date of patent
May 24, 2022
Patent application number
16545328
Date Filed
August 20, 2019
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