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Improving Deterministic Uncertainty Estimation in Deep Learning for Classification and Regression

Feb 22, 2021
Joost van Amersfoort, Lewis Smith, Andrew Jesson, Oscar Key, Yarin Gal

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On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes

Nov 01, 2020
Tim G. J. Rudner, Oscar Key, Yarin Gal, Tom Rainforth

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Interlocking Backpropagation: Improving depthwise model-parallelism

Oct 08, 2020
Aidan N. Gomez, Oscar Key, Stephen Gou, Nick Frosst, Jeff Dean, Yarin Gal

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