Kota Nakamura

I’m a Ph.D. student at Sakurai+Matsubara laboratory, Osaka University. I’m also working as a project researcher at SANKEN (The Institute of Scientific and Industrial Research at Osaka Univ.).

Research interests: data mining and machine learning.
Feel free to contact me via kota88 [🦉] sanken.osaka-u.ac.jp (Please replace [🦉] with @)

📝 Research

My research focuses on large-scale, dynamic, and multi-aspect data, with the goal of designing scalable, adaptive, and relational machine learning systems, thereby extending their applicability across a broader range of complex, real-world scenarios, particularly:

Keywords: Data Stream Mining, Tensor Analysis, Probabilistic Generative Model, Time Series Analysis, Information Theory for Model Selection, Multi-objective Optimization.

👑 Awards & Grants

Apr. 2024 - present, JSPS research fellow, DC2, Supervisor: Prof. Yasushi Sakurai
Mar. 2023, IPSJ Yamashita SIG Research Award
Apr. 2022 - Mar. 2024, Osaka University fellowship for cross-disciplinary innovation
May. 2022, Best Interactive Award (@DEIM2022, Top 1%, 3/365)
Mar. 2022, Student Presentation Award (@DEIM2022)
Mar. 2022, Award of the Graduate School of Information Science and Technology of Osaka University
Aug, 2021, SPEND grant for virtual attendance (@VLDB2021)
Apr. 2020 - Mar. 2021, JEES・Softbank AI Scholarship

🎓 Education

Ph.D. (2022-pursuing)
Graduate School of Information Science and Technology,
Information Systems Engineering, Osaka University
(JSPS research fellow, Osaka University Fellowship for Cross-disciplinary Innovation)

M.Sc. (2022)
Graduate School of Information Science and Technology,
Information Systems Engineering, Osaka University
(Award of the Graduate School of Information Science and Technology of Osaka University)

B.Sc. (2020)
Department of Computer Science and Electrical Engineering, Kumamoto University