@article{CTT100790637,
  author = {Isao Yamada and Masao Yamagishi},
  title = {Hierarchical convex optimization by the hybrid steepest descent method with Proximal Splitting - Enhancements of SVM and Lasso},
  journal = {Splitting Algorithms, Modern Operator Theory and Applications, H. H. Bauschke,  R. Burachik and D. R. Luke eds.},
  year = 2019,
}

@article{CTT100809325,
  author = {Takehiko Mizoguchi and Isao Yamada},
  title = {Hypercomplex tensor completion via convex optimization},
  journal = {IEEE Trans. Signal Process},
  year = 2019,
}

@inproceedings{CTT100819455,
  author = {ISAO YAMADA and Takehiko Mizoguchi},
  title = {Cayley-Dickson数体系における線形代数的特徴量の新しい解釈法と超複素テンソル補完問題への応用},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819456,
  author = {ISAO YAMADA},
  title = {最適化数理と不動点理論の融合によって生まれた新世代の信号処理アルゴリズムについて},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819457,
  author = {ISAO YAMADA},
  title = {「工学の問題解決にめちゃくちゃ役に立つ数学」を自分でつくっちゃう話},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819458,
  author = {ISAO YAMADA and Jiro Abe and Masao Yamagishi},
  title = {スパース信号処理のためのLinearly involved Generalized Moreau Enhanced モデルと大域的最適解への収束保証付きアルゴリズムについて},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819454,
  author = {ISAO YAMADA},
  title = {急速に進化し続ける現代の信号処理アルゴリズム -- 基礎研究最前線},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819446,
  author = {Riku Akema and Masao Yamagishi and Isao Yamada},
  title = {Commutativity-Based Strategies for Reducing Canonical Decomposition to Approximate Simultaneous Diagonalization},
  booktitle = {第34回信号処理シンポジウム予稿集},
  year = 2019,
}

@inproceedings{CTT100819447,
  author = {Yunosuke Nakayama and Masao Yamagishi and Isao Yamada},
  title = {What is the Ideal Extension of SVM for Multiclass Classification ?},
  booktitle = {第34回信号処理シンポジウム予稿集},
  year = 2019,
}

@inproceedings{CTT100819445,
  author = {Hiroki Kuroda and Masao Yamagishi and Isao Yamada},
  title = {Segmentation of Piecewise ARX Processes by Exploiting Sparsity in Tight Dimensional Spaces},
  booktitle = {Proceedings of Eusipco 2019},
  year = 2019,
}

@inproceedings{CTT100819444,
  author = {Keita Kume and Isao Yamada},
  title = {Adaptive Localized Cayley Parametrization Technique for Smooth Optimization over the Stiefel Manifold},
  booktitle = {Proceedings of Eusipco 2019},
  year = 2019,
}

@inproceedings{CTT100819452,
  author = {Isao Yamada and Masao Yamagishi},
  title = {Global optimization of sum of convex and nonconvex functions with proximal splitting techniques},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819453,
  author = {ISAO YAMADA},
  title = {信号処理屋から見たいくつかの普遍的な数値解析的課題と新解法のアイディアについて},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100799441,
  author = {Takehiko Mizoguchi and Isao Yamada},
  title = {Hypercomplex Low Rank Matrix Completion with Non-negative Constraints via Convex Optimization},
  booktitle = {Proc. IEEE ICASSP 2019},
  year = 2019,
}

@inproceedings{CTT100799443,
  author = {Jiro Abe and Masao Yamagishi and Isao Yamada},
  title = {Convexity-Edge-Preserving Signal Recovery with Linearly Involved Generalized Minimax Concave Penalty Function},
  booktitle = {Proc. IEEE ICASSP 2019},
  year = 2019,
}

@inproceedings{CTT100799448,
  author = {Riku Akema and Masao Yamagishi and Isao Yamada},
  title = {An Alternating Projection Algorithm for Approximate Simultaneous Diagonalization},
  booktitle = {Proc. IEEE ICASSP 2019},
  year = 2019,
}

@inproceedings{CTT100819451,
  author = {ISAO YAMADA and Jiro Abe and Masao Yamagishi},
  title = {A Proximal Splitting Algorithm for Linearly Involved Generalized Minimax Concave Penalty Models},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819450,
  author = {ISAO YAMADA and Riku Akema and Masao Yamagishi},
  title = {An Approximate Simultaneous Matrix-Diagonalization via Alternating Projection},
  booktitle = {},
  year = 2019,
}