Kyushu University · Graduate School of Mathematics for Innovation

Research keywordsconvex optimization・bilevel optimization・proximal algorithms・nonconvex optimization・splitting methods・variational analysis

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• A penalty barrier framework for nonconvex constrained optimization2026 · Alberto De Marchi, Andreas Themelis ( 5 ) 2026年8月
• On the convergence of proximal gradient methods for convex simple bilevel optimization2025 · Journal of Optimization Theory and Applications 204 ( 51 ) 2025年1月
• SPIRAL: A superlinearly convergent incremental proximal algorithm for nonconvex finite sum minimization2024 · Computational Optimization and Applications 2024年3月
• A mirror inertial forward-reflected-backward splitting: Convergence analysis beyond convexity and Lipschitz smoothness2024 · Journal of Optimization Theory and Applications 2024年2月

• New generation optimization algorithms for engineering2021 · 研究課題/領域番号： 21K17710 2021年4月 - 2024年3月
• Adaptive optimization: parameter-free self-tuning algorithms beyond smoothness and convexity研究課題/領域番号： 24K20737 2024年4月 - 2028年3月

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