Joe Benton

About

I’m currently a PhD student in the Department of Statistics at the University of Oxford, supervised by Arnaud Doucet and George Deligiannidis. Here, I’m working on developing a theoretical understanding of generative modelling techniques, with a particular focus on diffusion models and variational autoencoders.

Employment

Employment history is unavailable.

Education

• University of Oxford

Projects & Funding

Projects & funding information is unavailable.

Publications (2)

• Authors’ reply to the Discussion of ‘From denoising diffusions to denoising Markov models’ at the Discussion Meeting on ‘Probabilistic and statistical aspects of machine learning’
  Journal of the Royal Statistical Society Series B: Statistical Methodology 2024 DOI: 10.1093/jrsssb/qkae010
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• From denoising diffusions to denoising Markov models
  Journal of the Royal Statistical Society Series B: Statistical Methodology 2024 DOI: 10.1093/jrsssb/qkae005
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