Thomas Heap

Published Papers

Massively Parallel Expectation Maximization For Approximate Posteriors - Thomas Heap, Sam Bowyer, Laurence Aitchison, arXiv.org, 2025
Sparse Autoencoders Can Interpret Randomly Initialized Transformers - Thomas Heap, Tim Lawson, Lucy Farnik, Laurence Aitchison, arXiv.org, 2025
Using Autodiff to Estimate Posterior Moments, Marginals and Samples - Sam Bowyer, Thomas Heap, Laurence Aitchison, Conference on Uncertainty in Artificial Intelligence, 2023
Massively Parallel Reweighted Wake-Sleep - Thomas Heap, Gavin Leech, L. Aitchison, Conference on Uncertainty in Artificial Intelligence, 2023