Liu Tianxiang

リュウティエンシャン | Liu Tianxiang

Affiliation and department：
Job title： Assistant professor
Homepage URL (1)： https://sites.google.com/view/tianxiangmath

Research keywords (3)：オペレーションズ・リサーチ , 数理最適化 , 非凸非平滑問題

Research theme for competitive and other funds (2)：

2019 - 2023 Developing efficient algorithms for nonconvex non smooth optimization and its application to machine learning
2021 - 2023 構造化制約付き最適化問題の効率的な解法の開発と機械学習への応用

Papers (11)：

Tianxiang Liu, Bruno F. Lourenço. Convergence analysis under consistent error bounds. Foundations of Computational Mathematics. 2024. 24. 2. 427-479
Tianxiang Liu, Ting Kei Pong, Akiko Takeda. Doubly majorized algorithm for sparsity-inducing optimization problems with regularizer-compatible constraints. Computational Optimization and Applications. 2023. 86. 2. 521-553
Tianxiang Liu, Akiko Takeda. An inexact successive quadratic approximation method for a class of difference-of-convex optimization problems. Computational Optimization and Applications. 2022. 82. 1. 141-173
Ivan Markovsky, Tianxiang Liu, Akiko Takeda. Data-Driven Structured Noise Filtering via Common Dynamics Estimation. IEEE Transactions on Signal Processing. 2020. 68. 3064-3073
Tianxiang Liu, Ivan Markovsky, Ting Kei Pong, Akiko Takeda. A Hybrid Penalty Method for a Class of Optimization Problems with Multiple Rank Constraints. SIAM Journal on Matrix Analysis and Applications. 2020. 41. 3. 1260-1283

ｍore...

MISC (2)：

Tianxiang Liu, Bruno F. Lourenço. Concrete convergence rates for common fixed point problems under Karamata regularity. 2024
Charles Namchaisiri, Tianxiang Liu, Makoto Yamashita. A new dual spectral projected gradient method for log-determinant semidefinite programming with hidden clustering structures. 2024

Education (2)：

Work history (3)：

Awards (1)：

Association Membership(s) (1)：

日本オペレーションズ・リサーチ学会

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