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Oscar Key
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On feature collapse and deep kernel learning for single forward pass uncertainty
J van Amersfoort, L Smith, A Jesson, O Key, Y Gal
arXiv preprint arXiv:2102.11409, 2021
60*2021
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
L Schut, O Key, R Mc Grath, L Costabello, B Sacaleanu, Y Gal
International Conference on Artificial Intelligence and Statistics, 1756-1764, 2021
252021
Composite Goodness-of-fit Tests with Kernels
O Key, T Fernandez, A Gretton, FX Briol
arXiv preprint arXiv:2111.10275, 2021
82021
Interlocking Backpropagation: Improving depthwise model-parallelism
AN Gomez, O Key, K Perlin, S Gou, N Frosst, J Dean, Y Gal
Journal of Machine Learning Research 23 (171), 1-28, 2022
22022
Towards Healing the Blindness of Score Matching
M Zhang, O Key, P Hayes, D Barber, B Paige, FX Briol
arXiv preprint arXiv:2209.07396, 2022
12022
On signal-to-noise ratio issues in variational inference for deep Gaussian processes
TGJ Rudner, O Key, Y Gal, T Rainforth
International Conference on Machine Learning, 9148-9156, 2021
12021
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Articles 1–6