Oscar Key

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

Tom Rainforth, Yarin Gal, Tim G. J. Rudner, 2020, ArXiv.

Interlocking Backpropagation: Improving depthwise model-parallelism pdf

Yarin Gal, Aidan N. Gomez, Jeff Dean, 2020, ArXiv.

Composite Goodness-of-fit Tests with Kernels pdf

Arthur Gretton, Franccois-Xavier Briol, Oscar Key, 2021, ArXiv.

On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty

Yarin Gal, Lewis Smith, Joost van Amersfoort, 2021 .

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

Tom Rainforth, Yarin Gal, Tim G. J. Rudner, 2021, ICML.

Improving Deterministic Uncertainty Estimation in Deep Learning for Classification and Regression pdf

Yarin Gal, Lewis Smith, Joost van Amersfoort, 2021, ArXiv.

Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties

Bogdan Sacaleanu, Yarin Gal, Luca Costabello, 2021, AISTATS.