論文

• Yi Zhang, Isao Yamada. A Unified Framework for Solving a General Class of Nonconvexly Regularized Convex Models, IEEE Transactions on Signal Processing, vol. 71, Sept. 2023.

国際会議発表 (査読有り)

• Yi Zhang, Isao Yamada. Computing an Entire Solution Path of a Nonconvexly Regularized Convex Sparse Model, IEEE ICASSP 2024, Apr. 2024.
• Yi Zhang, Isao Yamada. A Compensated Shrinkage Affine Projection Algorithm for Debiased Sparse Adaptive Filtering, IEEE ICASSP 2023, June 2023.
• Yi Zhang, Isao Yamada. A UNIFIED CLASS OF DC-TYPE CONVEXITY PRESERVING REGULARIZERS FOR IMPROVED SPARSE REGULARIZATION, EUSIPCO 2022, Proc. EUSIPCO2022, Aug. 2022.
• Yi Zhang, Isao Yamada. DC-LiGME: An Efficient Algorithm for Improved Convex Sparse Regularization, 2021 55th Asilomar Conference on Signals, Systems, and Computers, Proc. 2021 55th Asilomar Conference on Signals, Systems, and Computers, pp. 1348-1354, Oct. 2021.

国内会議発表 (査読なし・不明)

• Yi Zhang, Isao Yamada. A Debiased Sparseness-Promoting Affine Projection Algorithm Based on Nonconvex Proximal Gradient Method, 第37回信号処理シンポジウム, 第37回信号処理シンポジウム講演論文集, Dec. 2022.
• Yi Zhang, ISAO YAMADA. A DC-programming based Fast Iterative Algorithm for Generalized Moreau Enhanced Models, 第36回信号処理シンポジウム, 第36回信号処理シンポジウム講演論文集, 電子情報通信学会, Nov. 2021.

学位論文

• 全体凸性条件を満たすDC型非凸正則化モデルに関する研究,  論文要旨,  東京工業大学, 
• A Study on Difference-of-Convex Type Nonconvexly Regularized Convex Models,  Outline,  Tokyo Institute of Technology, 
• A Study on Difference-of-Convex Type Nonconvexly Regularized Convex Models,  Thesis,  Tokyo Institute of Technology, 

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