Author

Tom Rainforth

h-index 30 View on Semantic Scholar

We have 2 of 91 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Jul 2026

Prediction-Powered Active Testing

Active testing provides a label--efficient approach to risk estimation by adaptively selecting which test points should be labelled. However, existing estimators fail to exploit the informative predictions of powerful black--box models, even though such predictions are increasingly available in settings where labels re...

Kianoosh Ashouritaklimi, Valentin Kilian, Daolang Huang et al. · 0 citations

Jul 2026

Bayesian Experimental Design via Score Matching

This work shows that the double intractability of the EIG can be isolated from the policy learning by first solving a score matching problem that is independent of the policy used, then using the learned score approximation to train the policy in a singly intractable manner.

Angus Phillips, Gavin Kerrigan, Tom Rainforth · arXiv.org · 0 citations