論文

• Yi Zhang, ISAO YAMADA. An inexact proximal linearized DC algorithm with provably terminating inner loop, Optimization, vol. 74, no. 7, pp. 1517-1549, Feb. 2024.
• 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)

• 山田 功, 久米 啓太, ZHANG Yi. 私家版：スパース先験知識の利用効果を高める連続最適化の新展開, 第36回RAMPシンポジウム [日本オペレーションズリサーチ学会], Proceedings of the Thirty-Sixth RAMP Symposium, Nov. 2024.
• 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

• A Study on Difference-of-Convex Type Nonconvexly Regularized Convex Models,  Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2024/06/30,   
• A Study on Difference-of-Convex Type Nonconvexly Regularized Convex Models,  Thesis,  Doctor (Engineering),  Tokyo Institute of Technology,  2024/06/30, 
• A Study on Difference-of-Convex Type Nonconvexly Regularized Convex Models,  Outline,  Doctor (Engineering),  Tokyo Institute of Technology,  2024/06/30,   
• A Study on Difference-of-Convex Type Nonconvexly Regularized Convex Models,  Exam Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2024/06/30,   

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