Latest News
- December 22, 2025 📌 Released torch-betainc v0.1.0 on PyPI - a fully-differentiable PyTorch implementation of the regularized incomplete beta function.
- December 15, 2025 Joined JST CREST project on Canine Supersensing.
- November 20, 2025 Presented a poster at IBIS 2025 in Naha, Japan.
About
Hello. My name is Keisuke Onoue. I am a Master's student at MI Lab, NAIST.
Education
Master's Student
Nara Institute of Science and Technology, 2024--Present
Mathematical Informatics Laboratory
BSc Mathematics
Open University, 2020--2023
Experience
Researcher
JST CREST: Unraveling Canine Supersensing Through Social Signals, 2025--Present
Visiting Student Researcher
Chair of Information-oriented Control, Technical University of Munich, 2025--Present
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 Blog Posts
- 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.