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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
209*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
692021
No train no gain: Revisiting efficient training algorithms for transformer-based language models
J Kaddour, O Key, P Nawrot, P Minervini, MJ Kusner
Advances in Neural Information Processing Systems 36, 25793-25818, 2023
502023
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
282022
Composite Goodness-of-fit Tests with Kernels
O Key, A Gretton, FX Briol, T Fernandez
Journal of Machine Learning Research 26 (51), 1-60, 2025
27*2025
Optimally-weighted estimators of the maximum mean discrepancy for likelihood-free inference
A Bharti, M Naslidnyk, O Key, S Kaski, FX Briol
International Conference on Machine Learning, 2289-2312, 2023
242023
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
222022
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
62021
TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models
L Grinsztajn, K Flöge, O Key, F Birkel, P Jund, B Roof, B Jäger, D Safaric, ...
arXiv preprint arXiv:2511.08667, 2025
22025
Scalable data assimilation with message passing
O Key, S Takao, D Giles, MP Deisenroth
Environmental Data Science 4, e1, 2025
22025
Approximate Top- for Increased Parallelism
O Key, L Ribar, A Cattaneo, L Hudlass-Galley, D Orr
arXiv preprint arXiv:2412.04358, 2024
22024
Scalable data assimilation with message passing–ARTEFACT AWARD
O Key, S Takao, D Giles, MP Deisenroth
Environmental Data Science 4, e44, 2025
2025
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Articles 1–12