2020

Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference

E. Daxberger, E. Nalisnick*, J. U. Allingham*, J. Antorán* and J. M. Hernández-Lobato.
Contributed talk at 3rd Symposium on Advances in Approximate Bayesian Inference, 2020.
Paper, Poster

Depth Uncertainty in Neural Networks

J. Antorán*, J. U. Allingham* and J. M. Hernández-Lobato.
34th Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada. 2020.
Paper, Poster, Bibtex, Code

Variational Depth Search in ResNets

J. Antorán*, J. U. Allingham* and J. M. Hernández-Lobato.
Contributed talk at 1st Workshop on Neural Architecture Search at ICLR 2020.
Paper, Poster, Bibtex, Code

2018

Unsupervised automatic dataset repair

J. Allingham.
MPhil Thesis (Awarded Distinction).
Thesis, Poster, Bibtex