著者

矢田部 浩平

出版者

一般社団法人 日本応用数理学会

雑誌

応用数理 (ISSN:24321982)

巻号頁・発行日

vol.33, no.1, pp.14-25, 2023-03-24 (Released:2023-06-30)

参考文献数

30

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Optimization tools have been extensively employed in signal processing. Recent advances in optimization algorithms based on proximity operators have broadened the application range of optimization-based signal processing. Moreover, deep learning has rapidly developed a new signal processing scheme that can perform notably better than conventional ones. Consequently, they have been combined in some studies. In this paper, we briefly review studies combining proximal splitting algorithms and deep learning.