Latest News
- January 25, 2026 📌 My research paper "Closed-Form Coordinate Ascent Variational Inference for Student-t Process Regression with Student-t Likelihood" is accepted to AISTATS 2026.
- April 1, 2026 Started PhD program at NAIST.
- March 19, 2026 Completed my Master's study at NAIST.
About
I am a top 1% Gaussian proccess tuner, finding something beyond normality.
Education
PhD Student
Nara Institute of Science and Technology, 2026--Present
Mathematical Informatics Laboratory
MEng in Information Science
Nara Institute of Science and Technology, 2024--2026
Mathematical Informatics Laboratory
BSc Mathematics
Open University, 2020--2023
Experience
Research Participant
JST CREST: Unraveling Canine Supersensing Through Social Signals, 2025--2026
Visiting Student Researcher
Chair of Information-oriented Control, Technical University of Munich, 2025--2026
Research Assistant
Nara Institute of Science and Technology, 2025--Present
Research Assistant
Graduate School of Medicine, Kyoto University, 2023--Present
Data Scientist (Intern / Part-time)
ScrumSign, Inc., 2022--Present
Research Interests
Probabilistic ML
- Approximate Bayesian inference
- Bayesian Hierarchical Modeling
- Gaussian Process
Optimization
- Model-Based Black-Box Optimization
- Constrained optimization
Trustworthy AI
- Theoretical Guarantee on Algorithms (regret analysis on bandits)
- Constraint Learning
Languages
- Japanese (Native)
- English (Fluent)
- German (Basic)
Links
Latest Posts
- March 9, 2026 Unbiasedness：バイアスを捨てた人間はどうなるのか
機械学習における「バイアス」の概念を人間に当てはめたとき，「無偏向」な状態がいかに異質であるかを Gemini に考察させた．
- December 25, 2025 A life at NAIST
A student's life at Nara Institute of Science and Technology.
- December 24, 2025 A culture of German academia
Knocking on desks as an alternative to clapping.