Следене
James Urquhart Allingham
James Urquhart Allingham
Потвърден имейл адрес: cam.ac.uk - Начална страница
Заглавие
Позовавания
Позовавания
Година
Depth uncertainty in neural networks
J Antorán, J Allingham, JM Hernández-Lobato
Advances in neural information processing systems 33, 10620-10634, 2020
462020
Bayesian deep learning via subnetwork inference
E Daxberger, E Nalisnick, JU Allingham, J Antorán, ...
International Conference on Machine Learning, 2510-2521, 2021
33*2021
Sparse moes meet efficient ensembles
JU Allingham, F Wenzel, ZE Mariet, B Mustafa, J Puigcerver, N Houlsby, ...
arXiv preprint arXiv:2110.03360, 2021
62021
Unsupervised automatic dataset repair
JU Allingham
Master’s thesis in advanced computer science, Computer Laboratory …, 2018
52018
Variational depth search in ResNets
J Antorán, JU Allingham, JM Hernández-Lobato
arXiv preprint arXiv:2002.02797, 2020
42020
Deep classifiers with label noise modeling and distance awareness
V Fortuin, M Collier, F Wenzel, J Allingham, J Liu, D Tran, ...
arXiv preprint arXiv:2110.02609, 2021
32021
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
J Antorán, D Janz, JU Allingham, E Daxberger, RR Barbano, E Nalisnick, ...
International Conference on Machine Learning, 796-821, 2022
12022
Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not
C Murray, JU Allingham, J Antorán, JM Hernández-Lobato
I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 59-63, 2022
12022
Linearised Laplace Inference in Networks with Normalisation Layers and the Neural g-Prior
J Antoran, JU Allingham, D Janz, E Daxberger, E Nalisnick, ...
Fourth Symposium on Advances in Approximate Bayesian Inference, 2021
12021
Model AI Assignments 2020
TW Neller, S Keeley, M Guerzhoy, W Hoenig, J Li, S Koenig, A Soni, ...
Proceedings of the AAAI conference on artificial intelligence 34 (09), 13509 …, 2020
12020
Depth Uncertainty Networks for Active Learning
C Murray, JU Allingham, J Antorán, JM Hernández-Lobato
arXiv preprint arXiv:2112.06796, 2021
2021
A Product of Experts Approach to Early-Exit Ensembles
JU Allingham, E Nalisnick
Системата не може да изпълни операцията сега. Опитайте отново по-късно.
Статии 1–12