thomas

Projects

Here are some of the research projects I’ve been involved in:

Alan: Tensorised Probabilistic Programming

A probabilistic programming language designed to provide a simple and intuitive way to perform fast Bayesian inference. Alan showcases two key innovations:

The “Massively Parallel” framework from our paper Massively Parallel Reweighted Wake-Sleep
The source trick for computing posterior moments, detailed in Using autodiff to estimate posterior moments, marginals and samples

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