Massively parallel reweighted wake-sleep. - Thomas Heap; Gavin Leech; Laurence Aitchison (UAI, 2023)

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)

Sparse Autoencoders Can Interpret Randomly Initialized Transformers. - Thomas Heap; Tim Lawson; Lucy Farnik; Laurence Aitchison (CoRR, 2025)