Using Autodiff to Estimate Posterior Moments, Marginals and Samples. - Sam Bowyer; Thomas Heap; Laurence Aitchison (UAI, 2024)

Massively Parallel Expectation Maximization For Approximate Posteriors. - Thomas Heap; Sam Bowyer; Laurence Aitchison (AABI, 2025)

Position: Don't use the CLT in LLM evals with fewer than a few hundred datapoints. - Sam Bowyer; Laurence Aitchison; Desi R. Ivanova (CoRR, 2025)