Tanaka Toshiyuki

タナカトシユキ | Tanaka Toshiyuki

Affiliation and department：
Job title： Professor

Research field (3)： Communication and network engineering , Computational science , Information theory

Research keywords (6)：工学基礎 , 情報通信工学 , 計算機科学 , Fundamentals of Engineering , Information and Communication Engineering , Computer Science

Research theme for competitive and other funds (16)：

2016 - 2019 Novel Development of Nonlinear Sparse Recovery
2013 - 2018 Approach to sparse modeling based on compressed sensing
2013 - 2018 Support and publicity for initialtive for High-dimensional Data-Driven Science through deepening of sparse modeling
2010 - 2014 Mathematical foundation of efficient algorithms for statistical inference
2010 - 2012 Fundamental study on theory and applications of channel polarization

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Papers (116)：

Utako Yamamoto, Hirohiko Imai, Kei Sano, Masayuki Ohzeki, Tetsuya Matsuda, Toshiyuki Tanaka. Spatio-temporal reconstruction of substance dynamics using compressed sensing in multi-spectral magnetic resonance spectroscopic imaging. Expert Systems with Applications. 2023. 232. 120744-120744
Kyoya Uemura, Tomoyuki Obuchi, Toshiyuki Tanaka. Sparse Modeling for Spectrometer Based on Band Measurement. 2023
Yusuke Tanaka 0002, Toshiyuki Tanaka, Tomoharu Iwata, Takeshi Kurashima, Maya Okawa, Yasunori Akagi, Hiroyuki Toda. Aggregated Multi-output Gaussian Processes with Knowledge Transfer Across Domains. CoRR. 2022. abs/2206.12141
Ayano Nakai-Kasai, Toshiyuki Tanaka. Nested aggregation of experts using inducing points for approximated Gaussian process regression. Machine Learning. 2021. 111. 5. 1671-1694
Fumito Tagashira, Tomoyuki Obuchi, Toshiyuki Tanaka. Sharp Asymptotics of Matrix Sketching for a Rank-One Spiked Model. 2021 IEEE International Symposium on Information Theory (ISIT). 2021

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MISC (169)：

田中利幸. [ガウス賞業績紹介] ドノホ. 数学セミナー. 2019
劉一言, 田中利幸, PRABH K. Shashi. Throughput Equalization for CSMA-based Wireless Networks using Mean-Field Hard-Core Model (情報ネットワーク). 電子情報通信学会技術研究報告 = IEICE technical report : 信学技報. 2016. 115. 484. 49-54
Yamamoto Akira, Fujimoto Koji, Fushimi Yasutaka, Okada Tomohisa, Sano Kei, Tanaka Toshiyuki, Togashi Kaori. TOF-MRA image reconstruction by compressed sensing technique : comparison of three different regularization techniques. IEICE technical report. 2015. 114. 482. 189-192
SEGAWA Takenori, TANAKA Toshiyuki. Quality Improvement of SPECT Images via Random Coded Aperture and Compressed Sensing. IEICE technical report. 2015. 114. 482. 183-188
Okada Tomohisa, Fujimoto Koji, Yamamoto Akira, Fushimi Yasutaka, Sano Kei, Tanaka Toshiyuki, Togashi Kaori. Visualization of Lenticulostriate Artery by MR Angiography : Sparse Sampling Rates and Compressed Sensing Reconstruction. IEICE technical report. 2015. 114. 482. 83-84

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Patents (3)：

Books (3)：

Generic multiuser detection and statistical physics
M. Honig (ed.), Advances in Multiuser Detection, Wiley, Chapter 5 2009
Information geometry of mean-field approximation
Advanced Mean Field Methods: Theory and Practice, The MIT Press,259-273 2001
Geometrical view on mean-field approximation for solving optimization problems
Soft Computing in Industrial Applications,393-399 2000

Education (3)：

Professional career (2)：

Committee career (1)：

Awards (3)：

2005/04 - 文部科学省科学技術分野の文部科学大臣表彰若手科学者賞
2003 - 第一回ドコモ・モバイル・サイエンス賞基礎科学部門優秀賞
2003 - 1st DoCoMo Mobile Science Awards, Excellence award in Fundamental science

Association Membership(s) (7)：

日本建築学会 , 日本物理学会 , 日本音響学会 , 電子情報通信学会 , 日本神経回路学会 , 電気電子工学会(The Institute of Electrical and Electronics Engineers) , 人工知能学会

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