2024
Masaki Sakamoto (多様体上の最適化による一般化リアプノフ方程式の低ランク近似アルゴリズム) (Supervisor: Assoc. Prof. Sato)
Yuito Nakabe (An expansion of the controllability score to infinite dimensional systems) (Supervisor: Assoc. Prof. Sato)
Kiwamu Fujiki (可変計量直線探索に基づく近似 Bregman 近接勾配法) (Supervisor: Prof. Takeda)
Takumi Yonaiyama (Analysis of Linear Consensus Algorithm for Strongly Connected Graph Using Effective Resistance) (Supervisor: Assoc. Prof. Sato)
Mingyi Li (Modified K-means method with local optimality guarantees) (Supervisor: Prof. Takeda)
2023
Hideki Asanuma (確率的近似 Bregman 近接勾配法) (Supervisor: Prof. Takeda)
Haruka Ezoe (平衡実現打ち切り法を用いた対角状態空間層の低次元化) (Supervisor: Assoc. Prof. Sato)
Kaito Okamura (非凸最適化に対する Restart-free Heavy-Ball 法) (Supervisor: Prof. Takeda)
Rei Higuchi (Random Subspace Trust Region Method) (Supervisor: Prof. Takeda)
Futo Watanuki (リーマン多様体上の測地線を求めるアルゴリズム) (Supervisor: Assoc. Prof. Sato)
2022
Ryohei Kawamura (可制御性スコアリング問題の拡張) (Supervisor: Lecturer Sato)
Toshiro Kusui (二重包絡を用いた非凸最適化法) (Supervisor: Prof. Takeda)
Masato Suzuki (The Nearest Graph Laplacian in Frobenius Norm) (Supervisor: Lecturer Sato)
Taisei Miyaishi (勾配近似を用いた部分空間準ニュートン法) (Supervisor: Prof. Takeda)
2021
Sho Adachi (Riemannian Levenberg–Marquardt Method with Global and Local Convergence Properties) (Supervisor: Prof. Takeda)
Tomohiro Sugiyama (Kron Reduction and Effective Resistance of Directed Graphs) (Supervisor: Lecturer Sato)
Issey Sukeda (Accelerating Column Generation for Modularity Density Maximization) (Supervisor: Prof. Takeda)
Shokichi Takakura (Model-Free Control for Linear port-Hamiltonian Systems using Policy Gradient Methods) (Supervisor: Lecturer Sato)
2020
Ryo Sato (多レベル最適化問題に対する勾配法) (Supervisor: Prof. Takeda)
Akira Tanaka (オピニオンダイナミクスにおける感受性の制約付き操作) (Supervisor: Prof. Takeda)
Sota Misawa (Model reduction for stable positive systems using Riemannian optimization method) (Supervisor: Lecturer Sato)
Yuya Murakami (交互近接勾配法を用いた直交制約付き非負値行列因子分解) (Supervisor: Lecturer Sato)
2019
Ryosuke Kaneko (リーマン多様体上の非平滑最適化問題に対する 0 次法) (Supervisor: Prof. Takeda)
Rie Homma (非凸 2 次計画問題に対する逐次 DC 近似法の適用) (Supervisor: Prof. Takeda)
2018
Masachika Ogino (多様体最適化による完全正値行列の分解) (Supervisor: Prof. Takeda)
Ken Ogura (ガウシアンホモトピー法に適した最適化問題の特徴づけ) (Supervisor: Prof. Takeda)
Motokazu Watanabe (Lq正則化ハイパーパラメータ最適化のためのニュートン法に基づく高速化) (Supervisor: Prof. Takeda)