2026-09-25T12:16:01Zhttps://repository.kulib.kyoto-u.ac.jp/server/oai/request

oai:repository.kulib.kyoto-u.ac.jp:2433/2666862024-06-21T18:00:39Zcom_2433_48884col_2433_59280

Nakai, Ayano 中井, 彩乃 ナカイ, アヤノ 2021-12-23T06:00:41Z 2021-12-23T06:00:41Z 2021-11-24 2021-11-24 http://hdl.handle.net/2433/266686 10.14989/doctor.k23588 14301 eng Kyoto University 京都大学 学位規則第9条第2項により要約公開 許諾条件により本文は2024-06-12に公開 In reference to IEEE copyrighted material which is used with permission in this thesis, the IEEE does not endorse any of Kyoto University’s products or services. Internal or personal use of this material is permitted. If interested in reprinting/republishing IEEE copyrighted material for advertising or promotional purposes or for creating new collective works for resale or redistribution, please go to http://www.ieee.org/publications_standards/publications/rights/rights_link.html to learn how to obtain a License from RightsLink. If applicable, University Microfilms and/or ProQuest Library, or the Archives of Canada may supply single copies of the dissertation.; Part I in this dissertation is based on ""An acceleration method of sparse diffusion LMS based on message propagation"" [1], by the same author, which appeared in IEICE Transactions on Communications, Copyright ©2021 IEICE. The material in this dissertation was presented in part at IEICE Transactions on Communications [1], and a part of the figures of this dissertation is reused from [1] under the permission of the IEICE.; Part Ⅱ: Reproduced with permission from Springer Nature. Decentralized processing Adaptive filters Gaussian process regression Scalability Linear sketching 007 Scalable Estimation on Linear and Nonlinear Regression Models via Decentralized Processing: Adaptive LMS Filter and Gaussian Process Regression 分散処理による線形・非線形回帰モデルでのスケーラブルな推定：適応LMSフィルタとガウス過程回帰 doctoral thesis Thesis or Dissertation ETD 京都大学 新制・課程博士 博士(情報学) 甲第23588号 情博第782号 新制||情||133(附属図書館) 京都大学大学院情報学研究科システム科学専攻 (主査)教授 田中 利幸, 教授 下平 英寿, 准教授 櫻間 一徳 学位規則第4条第1項該当 Doctor of Informatics Kyoto University DFAM gjohk00782.pdf yjohk00782.pdf djohk00782.pdf 2024-06-12 summary abstract fulltext application/pdf application/pdf application/pdf open access 2024-06-12 Supervisor Supervisor Supervisor 田中, 利幸 下平, 英寿 櫻間, 一徳open.access