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Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives

Autor: Cichocki, A., Phan, A-H., Zhao, Q., Lee, N., Oseledets, I. V., Sugiyama, M., Mandic, D.

Publikováno v: Foundations and Trends in Machine Learning: Vol. 9: No. 6, pp 431-673, 2017

Part 2 of this monograph builds on the introduction to tensor networks and their operations presented in Part 1. It focuses on tensor network models for super-compressed higher-order representation of data/parameters and related cost functions, while

Externí odkaz: http://arxiv.org/abs/1708.09165

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Akademický článek

Impact of Physical Inactivity on the Risk of Disability and Hospitalization in Older Patients with Advanced Lung Cancer

Autor: Yonenaga Y, Naito T, Okayama T, Kitagawa M, Mitsuhashi N, Ishii T, Fuseya H, Inano T, Morikawa A, Sugiyama M, Mori K, Notsu A, Kawabata T, Ono A, Kenmotsu H, Murakami H, Tanuma A, Takahashi T

Publikováno v: Journal of Multidisciplinary Healthcare, Vol Volume 14, Pp 1521-1532 (2021)

Yusuke Yonenaga,1 Tateaki Naito,2 Taro Okayama,1 Midori Kitagawa,1 Noriko Mitsuhashi,1 Takeshi Ishii,1 Hiroshi Fuseya,1 Toshimi Inano,3 Ayumu Morikawa,4 Miwa Sugiyama,4 Keita Mori,5 Akifumi Notsu,5 Takanori Kawabata,5 Akira Ono,2 Hirotsugu Kenmotsu,2

Externí odkaz: https://doaj.org/article/37c103c0bcf94527b5ae16fad30ed5d1

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