About Me
I am a Senior Research Engineer at Polygeist interested in all things machine learning, statistics, data science, optimization, and Monte Carlo. In the near past, I developed tools for machine learning, Bayesian inference, and computational statistics by combining concepts and techniques from optimization and Monte Carlo; see here for a recent example. In the more distant past, I worked on Markov processes, numerical methods for the analysis thereof, and applications of control theory to synthetic biology. I have also been writing a book on Markov chains, see here for the latest draft.
- Machine Learning
- Generative Modelling
- Computational Statistics
- Optimization
- Monte Carlo
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PhD Bioengineering and Mathematics
Imperial College London
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MEng Biomedical Engineering
Imperial College London
A brief overview of the paper by the same name.
Apr 26, 2023
Talk given at an optimal transport workshop in April 2023 at the University of Warwick.
Apr 5, 2023
An overview of the paper by the same name.
May 19, 2021