Papers - YOKOTA Tatsuya
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Adaptive Block Sparse Regularization under Arbitrary Linear Transform Reviewed
Takanobu Furuhashi, Hidekata Hontani, Tatsuya Yokota
Proceedings of EUSIPCO 2024.08
Authorship：Last author Language：English Publishing type：Research paper (international conference proceedings)
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EM Algorithm for Tensor Network Logistic Regression based on Polya-Gamma Augmentation Reviewed
Naoya Yamauchi, Yuta Mizuno, Hidekata Hontani, Tatsuya Yokota
Advances in Artificial Intelligence: Efficiency, Reliability, and Innovations in Machine Learning, Healthcare, and Blockchain 2024.06
Authorship：Last author, Corresponding author Language：English Publishing type：Research paper (international conference proceedings)
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A New Model for Tensor Completion: Smooth Convolutional Tensor Factorization Reviewed
H. Takayama and T. Yokota.
IEEE Access 11 67526 - 67539 2023
Authorship：Last author Language：English Publishing type：Research paper (scientific journal)
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Fast Algorithm for Low-rank Tensor Completion in Delay-embedded Space Reviewed International journal
Ryuki Yamamoto, Hidekata Hontani, Akira Imakura, Tatsuya Yokota
Proceedings of CVPR 2022.06
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
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Bayesian tensor completion and decomposition with automatic CP rank determination using MGP shrinkage prior Reviewed International coauthorship International journal
H. Takayama, Q. Zhao, H. Hontani, and T. Yokota
SN Computer Science 3 ( 225 ) 1 - 17 2022.03
Language：English Publishing type：Research paper (scientific journal) Publisher：Springer
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Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior Reviewed International coauthorship International journal
T. Yokota, H. Hontani, Q. Zhao, and A. Cichocki
IEEE Transactions on Neural Networks and Learning Systems 33 ( 3 ) 1022 - 1036 2020.12
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)
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Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting Reviewed International coauthorship International journal
Q. SHI, J. YIN, J. CAI, A. Cichocki, T. Yokota, L. CHEN, M. Yuan, and J. Zeng
Proceedings of AAAI 2020.02
Language：English Publishing type：Research paper (international conference proceedings)
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Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated with Deep Image Prior Reviewed International journal
T. Yokota, K. Kawai, M. Sakata, Y, Kimura, and H, Hontani
Proceedings of ICCV 2019.11
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Real Time Estimation of Electric Fields Induced by Transcranial Magnetic Stimulation with Deep Neural Networks Reviewed International coauthorship International journal
Tatsuya Yokota, Toyohiro Maki, Tatsuya Nagata, Takenobu Murakami, Yoshikazu Ugawa, Ilkka Laakso, Akimasa Hirata, Hidekata Hontani
Brain Stimulation 2019.07
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)
DOI： 10.1016/j.brs.2019.06.015
Other Link： https://www.sciencedirect.com/science/article/pii/S1935861X19302669
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Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization Reviewed International journal
T. Yokota and H. Hontani
IEEE Access 7 15669 - 15682 2019.01
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal) Publisher：IEEE
DOI： 10.1109/ACCESS.2019.2894622
Other Link： https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8625383
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Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space Reviewed International coauthorship International journal
T. Yokota, B. Erem, S. Guler, S. Warfield, and H. Hontani
Proceedings of CVPR 2018.06
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
Other Link： https://arxiv.org/abs/1804.01736
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Simultaneous Visual Data Completion and Denoising based on Tensor Rank and Total Variation Minimization and its Primal-dual Splitting Algorithm Reviewed International journal
Tatsuya Yokota, Hidekata Hontani
Proceedings of CVPR 2017.07
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
Other Link： http://openaccess.thecvf.com/content_cvpr_2017/papers/Yokota_Simultaneous_Visual_Data_CVPR_2017_paper.pdf
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Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria Reviewed International journal
T. Yokota, N. Lee, A. Cichocki
IEEE Transactions on Signal Processing 65 ( 5 ) 1196 - 1206 2017.03
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal) Publisher：IEEE
Other Link： http://ieeexplore.ieee.org/document/7676397/
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Smooth PARAFAC Decomposition for Tensor Completion (IEEE Signal Processing Society Japan Young Author Best Paper Award) Reviewed
Yokota Tatsuya, Zhao Qibin, Cichocki Andrzej
IEEE TRANSACTIONS ON SIGNAL PROCESSING 64 ( 20 ) 5423 - 5436 2016.10
Language：English Publishing type：Research paper (scientific journal)
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Tensor Completion via Functional Smooth Component Deflation Reviewed International journal
T. Yokota, A. Cichocki
Proceedings of ICASSP 2514 - 2518 2016.03
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
DOI： 10.1109/ICASSP.2016.7472130
Other Link： https://ieeexplore.ieee.org/document/7472130
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Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis Reviewed
Yokota Tatsuya, Zdunek Rafal, Cichocki Andrzej, Yamashita Yukihiko
Signal Processing 113 234 - 249 2015.08
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)
DOI： 10.1016/j.sigpro.2015.02.003
Other Link： https://www.sciencedirect.com/science/article/pii/S0165168415000614
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A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function Reviewed
Yokota Tatsuya, Yamashita Yukihiko
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 24 ( 7 ) 1127 - 1140 2013.07
Language：English Publishing type：Research paper (scientific journal)
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Electric Field Regression and Error Variance Estimation for Transcranial Magnetic Stimulation using Deep Neural Networks Reviewed
Toyohiro Maki, Tatsuya Yokota, Akimasa Hirata, Hidekata Hontani
Advanced Biomedical Engineering 12 225 - 235 2023.11
Language：English Publishing type：Research paper (scientific journal)
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Subtype Classification of Malignant Lymphoma Using Immunohistochemical Staining Pattern Reviewed International journal
Noriaki Hashimoto, Kaho Ko, Tatsuya Yokota, Kei Kohno, Masato Nakaguro, Shigeo Nakamura, Ichiro Takeuchi & Hidekata Hontani
International Journal of Computer Assisted Radiology and Surgery 2022.02
Language：English Publishing type：Research paper (scientific journal)
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Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, with Application to Signal Reconstruction Reviewed International coauthorship International journal
F. Sedighin, A. Cichocki, T. Yokota, and Q. Shi
IEEE Signal Processing Letters 27 810 - 814 2020.04
Language：English Publishing type：Research paper (scientific journal) Publisher：IEEE
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