Christopher Beckham, PhD

reflecting on past work – offline model-based optimisation

paper thoughts – questionable research practices (QRPs) in machine learning

EDM diffusion models - a Jupyter implementation, and how they are implemented in practice

A deep dive into conditional variational autoencoders

Vicinal distributions as a statistical view on data augmentation

My notes and derivations for SMLDs

Techniques for label conditioning in Gaussian denoising diffusion models

Learning the conditional prior over classes for image diffusion

The obsession with SOTA needs to stop

Towards a more sane Mac OS user experience, and I am late to the party