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djohk00749.pdf | Dissertation_全文 | 3.83 MB | Adobe PDF | View/Open |
yjohk00749.pdf | Abstract_要旨 | 170.52 kB | Adobe PDF | View/Open |
Title: | Information Exploration and Exploitation for Machine Learning with Small Data |
Other Titles: | 小データを用いた機械学習のための情報の探索と活用 |
Authors: | Hayashi, Shogo |
Author's alias: | 林, 勝悟 |
Keywords: | machine learning small data generalized distillation Bayesian optimization |
Issue Date: | 23-Mar-2021 |
Publisher: | Kyoto University |
Conferring University: | 京都大学 |
Degree Level: | 新制・課程博士 |
Degree Discipline: | 博士(情報学) |
Degree Report no.: | 甲第23313号 |
Degree no.: | 情博第749号 |
Conferral date: | 2021-03-23 |
Degree Call no.: | 新制||情||128(附属図書館) |
Degree Affiliation: | 京都大学大学院情報学研究科知能情報学専攻 |
Examination Committee members: | (主査)教授 鹿島 久嗣, 教授 山本 章博, 教授 吉川 正俊 |
Provisions of the Ruling of Degree: | 学位規則第4条第1項該当 |
Rights: | 3章は同著者らによる論文1. International Joint Conference on Neural Networks, 2019.と2. 人工知能学会論文誌, 35(5):B-K33 1-9, 2020. に基づく。4章は同著者らによる論文1. Proceedings of the 10th Asian Conference on Machine Learning, 2019. と人工知能学会論文誌, 35(5):E-JA10 1-10, 2020. に基づく。 |
DOI: | 10.14989/doctor.k23313 |
URI: | http://hdl.handle.net/2433/263774 |
Appears in Collections: | 140 Doctoral Dissertation (Informatics) |

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