Welcome - ようこそ - 歓迎!

I'm SUZUKI, Atsushi (鈴木 惇), Assistant Professor (UK Lecturer) at King's College London. I will move to the University of Hong Kong in January, 2025.

My research interest is applied mathematics for machine learning. I have been working on differential-geometric machine learning and learning theory.

Email: atsushi.suzuki.rd [at] outlook.com

News

• Will move to the University of Hong Kong as of 2025.01.01.
• Served as Area Chair for NeurIPS 2024.

About me

Research Interests: Applied Mathematics for Machine Learning

• Small machine learning
  by Riemannian-manifold-based (including hyperbolic-space-based) machine learning and optimization.
• Evaluating machine learning's limitation
  by learning theory and information theory.
• Manipulating and understanding multi-media data (e.g., images, languages, audio, etc.)
  by deep learning, geometry, and algebra.

Career

• 2022.08-Present: Assistant Professor (UK Lecturer), Department of Informatics, Faculty of Natural, Mathematics & Engineering Sciences,
  King's College London, United Kingdom. Personal webpage at King's College London
• 2023.05-present: Visiting Researcher, Department of Mathematical Informatics, Graduate School of Information Science and Technology,
  The University of Tokyo, Japan.
• 2020.04-2022.08: Assistant Professor (UK Lecturer), School of Computing and Mathematical Sciences,
  University of Greenwich, United Kingdom.

Education

• 2020.03: Doctor of Information Science and Technology (Department of Mathematical Informatics),
  The University of Tokyo, Japan. Supervisor: Professor Kenji Yamanishi
• 2017.03: Master of Information Science and Technology (Department of Mathematical Informatics),
  The University of Tokyo, Japan. Supervisor: Professor Kenji Yamanishi
• 2015.03: Bachelor of Engineering (Department of Mathematical Engineering and Information Physics),
  The University of Tokyo, Japan. Supervisor: Professor Shinji Hara

Fellowships and Grants

• Wuhan University-Duke Kunshan University Sino-foreign Joint Research Platform Seed Funding Grant (2023-)
• Henan Provincial Foreign Experts Program (2022-)
• Daiwa Foundation Awards (Co-PI) (2021.06-2022.03)
• JSPS Research Fellowship for Young Scientists (DC2) (2018.04-2020.03)

Academic Services

• Area Chair: NeurIPS (2024)
• Session Chair: IJCAI (2023)
• Topic Editor: Frontiers in Big Data
• Reviewer: JMLR, NeurIPS (2023), ICLR (2024), etc.

Awards

• NeurIPS 2023 Complimentary Registration (awarded for top 8% reviewers)

Languages

• Fluent: English, Japanese (Native), Chinese (Mandarin)
• Others: Malay-Indonesian, Cantonese
• Programming: C++11, Python 3, Ruby on Rails, Tensorflow 2, MATLAB, Perl