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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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