YOKOTA Tatsuya

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science

Title

Assistant Professor

Homepage URL

https://sites.google.com/site/yokotatsuya/home

Graduating School

  • 2005.04
    -
    2009.03

    Tokyo Institute of Technology   Faculty of Engineering   Graduated

Graduate School

  • 2011.04
    -
    2014.03

    Tokyo Institute of Technology    Doctor's Course  Completed

  • 2009.04
    -
    2011.03

    Tokyo Institute of Technology    Master's Course  Completed

External Career

  • 2014.04
    -
    2016.02

      Researcher  

Field of expertise (Grants-in-aid for Scientific Research classification)

  • Intelligent informatics

  • Soft computing

  • Life / Health / Medical informatics

  • Mathematical informatics

 

Papers

  • Simultaneous Visual Data Completion and Denoising based on Tensor Rank and Total Variation Minimization and its Primal-dual Splitting Algorithm

    Tatsuya Yokota, Hidekata Hontani

    Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ( IEEE )    2017.07  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria

    T. Yokota, N. Lee, A. Cichocki

    IEEE Transactions on Signal Processing ( IEEE )  65 ( 5 ) 1196 - 1206   2017.03  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Smooth PARAFAC Decomposition for Tensor Completion

    Yokota Tatsuya, Zhao Qibin, Cichocki Andrzej

    IEEE TRANSACTIONS ON SIGNAL PROCESSING   64 ( 20 ) 5423 - 5436   2016.10  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Tensor Completion via Functional Smooth Component Deflation

    T. Yokota, A. Cichocki

    In Proceedings of 41st International Conference on Audio, Speech, and Signal Processing (ICASSP2016) ( IEEE )    2514 - 2518   2016.03  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis

    Yokota Tatsuya, Zdunek Rafal, Cichocki Andrzej, Yamashita Yukihiko

    SIGNAL PROCESSING   113   234 - 249   2015.08  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function

    Yokota Tatsuya, Yamashita Yukihiko

    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS   24 ( 7 ) 1127 - 1140   2013.07  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • EEG Correlates of Voice and Face Emotional Judgments in the Human Brain

    K. Hiyoshi-Taniguchi, M. Kawasaki, T. Yokota, H. Bakardjian, H. Fukuyama, A. Cichocki, and F.B. Vialatte

    Cognitive Computation ( Springer )  7 ( 1 ) 11 - 19   2015.02  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Multiple Kernel Learning for Quadratically Constrained MAP Classification

    Washizawa Yoshikazu, Yokota Tatsuya, Yamashita Yukihiko

    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS   E97D ( 5 ) 1340 - 1344   2014.05  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Interpolated local model fitting method for accurate and fast single-shot surface profiling

    Yokota Tatsuya, Sugiyama Masashi, Ogawa Hidemitsu, Kitagawa Katsuichi, Suzuki Kazuyoshi

    APPLIED OPTICS   48 ( 18 ) 3497 - 3508   2009.06  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • A Robust PET Image Reconstruction using Constrained Non-negative Matrix Factorization

    K. Kawai, J. Yamada, H. Hontani, T. Yokota, M. Sakata, Y. Kimura

    Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) ( IEEE )    2017.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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Presentations

  • Tensor Completion via Functional Smooth Component Deflation

    T. Yokota, A. Cichocki

    The 41st IEEE International Conference on Acoustics, Speech and Signal Processing  (Shanghai, China)  2016.03  -  2016.03 

  • A fast automatic rank determination algorithm for noisy low-rank matrix completion

    T. Yokota, A. Cichocki

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2015)  (Hong-Kong)  2015.12  -  2015.12 

  • Smooth PARAFAC Decomposition for Tensor Completion

    T. Yokota, A. Cichocki

    Low-rank Optimization and Applications  (Bonn, Germany)  2015.06  -  2015.06 

  • Multilinear tensor rank estimation via sparse Tucker decomposition

    T. Yokota, A. Cichocki

    Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)  (Kita-Kyushu)  2014.12  -  2014.12 

  • Linked Tucker2 decomposition for flexible multi-block data analysis

    T. Yokota, A. Cichocki

    21st International Conference on Neural Information Processing  (Kuching, Malaysia)  2014.11  -  2014.11 

  • B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization

    R. Zdunek, A. Cichocki, T. Yokota

    International Conference on Artificial Intelligence and Soft Computing  (Zakopane, Poland)  2014.06  -  2014.06 

  • Inter-subject Common Spatial Pattern Filter for Motor Imagery based Brain Computer Interface

    YOKOTA Tatsuya, YAMASHITA Yukihiko, CICHOCKI Andrzej

    2013.11  -  2013.11  The Institute of Electronics, Information and Communication Engineers

  • Heteroscedastic Gaussian based Correction term for Fisher Discriminant Analysis and Its Kernel Extension

    T. Yokota, T. Wakahara, Y. Yamashita

    2013 International Joint Conference on Neural Networks  (Dallas, USA)  2013.08  -  2013.08 

  • Correction Term of Fisher Discriminant Analysis Based on Normal Distribution

    YOKOTA Tatsuya, WAKAHARA Toru, SAKANO Hitoshi, YAMASHITA Yukihiko

    Technical report of IEICE. PRMU  2013.03  -  2013.03  The Institute of Electronics, Information and Communication Engineers

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