Hi, I’m Kirill, a PhD student in Informatics at the University of Edinburgh, where I study probabilistic modelling under the supervision of Nikolay Malkin.
Previously, I worked as a research engineer at Samsung Research, focusing on the development of speech enhancement models. I completed my MSc in Applied Mathematics and Computer Science through the “Math of Machine Learning” program at HSE University.
My research interests include:
- Diffusion samplers
- Probabilistic inference
- Schrödinger bridges
GitHub | LinkedIn | Email | Google Scholar
News
- September 2025 I am starting my position as a tutor for PMR course at the University of Edinburgh. Exited to help master’s student to become skilled in probabilistic reasoning.
- September 2025 Submitted 3 papers to the ICLR 2026 conference.
- September 2025 My three workshop papers got accepted to the FPI workshop
- February 2025 Started my PhD at the University of Edinburgh.
- September 2025 My first paper, co-authored with my colleagues from Samsung Research — P. Andreev, N. Babaev, and A. Saginbaev — has been accepted to NeurIPS 2024. [paper] [page]