Ollie Perrée
I graduated from the University of Oxford with a Master's degree in mathematics. I wrote my dissertation on path signatures in machine learning. I now live in London.
Posts
How many denoising steps does Boltz-1 need?
Experiments with few-step diffusion sampling for Boltz-1, an AlphaFold 3-style biomolecular structure prediction model.
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Efficient Path Signature Features
An introduction to path signatures in machine learning, and the question of how to construct path signature features which capture enough detail about paths without being too high-dimensional. This was the subject of my Master's dissertation at Oxford.
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