Algorithms for Accelerating Machine Learning with Wide and Deep Models

Persistent ID (NDL): info:ndljp/pid/11691826

Material type: 博士論文

Author: Ida, Yasutoshi

Publisher: Kyoto University

Publication date: 2021-03-23

Material Format: Digital

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Name of awarding university/degree: 京都大学,博士(情報学),Doctor of Informatics

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Note (General)：: 元資料の権利情報 : 2章は同著者らによる論文1. Advances in Neural Information Processing Systems 32, 2019.と2. 人工知能学会論文誌, 36(1), A-JB1 1-11, 2021.に基づく。4章は同著者らによる論文1.Proceed...

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Material Type: 博士論文
Title: Algorithms for Accelerating Machine Learning with Wide and Deep Models
Author/Editor: Ida, Yasutoshi
Author Heading: Ida, Yasutoshi
Publication, Distribution, etc.: Kyoto University
Publication Date: 2021-03-23
Publication Date (W3CDTF): 2021-03-23
Alternative Title: Wide・Deepモデルを用いた機械学習を高速化するためのアルゴリズム
Contributor: 鹿島, 久嗣
田中, 利幸
山下, 信雄
Degree grantor/type: 京都大学
Date Granted: 2021-03-23
Date Granted (W3CDTF): 2021-03-23
Dissertation Number: 甲第23310号
Degree Type: 博士(情報学)
Doctor of Informatics
Conferring No. (Dissertation): 甲第23310号
Text Language Code: eng
Alias of Author: 井田, 安俊
イダ, ヤストシ
Subject Heading: Machine Learning
Sparsity-Inducing Norms
Deep Learning
Feature Selection
Efficient Algorithm
NDC: 007
Target Audience: 一般
Note (General): 元資料の権利情報 : 2章は同著者らによる論文1. Advances in Neural Information Processing Systems 32, 2019.と2. 人工知能学会論文誌, 36(1), A-JB1 1-11, 2021.に基づく。4章は同著者らによる論文1.Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017に基づく。Copyright (C) 2017 International Joint Conferences on Artificial Intelligence．URL: https://www.ijcai.org/。5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(3), C-JA3 1-10, 2020.に基づく。
DOI: 10.14989/doctor.k23310
https://doi.org/10.14989/doctor.k23310
Persistent ID (NDL): info:ndljp/pid/11691826
https://dl.ndl.go.jp/pid/11691826
Collection: 障害者向け資料
Collection (Materials For Handicapped People:1): テキストデータ
Collection (particular): 国立国会図書館デジタルコレクション > デジタル化資料 > 博士論文
https://dl.ndl.go.jp/collections/A00014
Acquisition Basis: 博士論文（自動収集）
Date Accepted (W3CDTF): 2021-07-05T22:24:43+09:00
Format (IMT): application/pdf
Access Restrictions: 国立国会図書館内限定公開
Service for the Digitized Contents Transmission Service: 図書館・個人送信対象外
Availability of remote photoduplication service: 可
Periodical Title (URI): http://dx.doi.org/10.14989/doctor.k23310
http://hdl.handle.net/2433/263771
Data Provider (Database): 国立国会図書館 : 国立国会図書館デジタルコレクション
https://dl.ndl.go.jp

Algorithms for Accelerating Machine Learning with Wide and Deep Models

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