About Me
Hey, I am Zhuoyue! I’m a DPhil student in the EPSRC CDT in Statistics and Machine Learning (StatML) at the University of Oxford, where I’m advised by Tom Rainforth. My work focuses on probabilistic machine learning, with current projects on Bayesian active learning.
Interests
- Bayesian Machine Learning
- Active Learning
- Uncertainty Quantification
Education
DPhil StatML CDT
University of Oxford
MASt Mathematical Statistics (Part III)
University of Cambridge
BSc Mathematics
Imperial College London
Recent Publications
(2025).
SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings.
In ICLR 2025.
(2023).
Signature Inversion via Orthogonal Polynomials.
BSc Thesis.
