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20182021
most citedA Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks

73 citations · 79 across the 5 of their papers we have counts for

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physics.acc-ph2021

Quantifying Uncertainty for Machine Learning Based Diagnostic

Owen Convery, Lewis Smith, Yarin Gal +1

Virtual Diagnostic (VD) is a deep learning tool that can be used to predict a diagnostic output. VDs are especially useful in systems where measuring the output is invasive, limite…

physics.acc-ph2021

Uncertainty Quantification for Virtual Diagnostic of Particle Accelerators

Owen Convery, Lewis Smith, Yarin Gal +1

Virtual Diagnostic (VD) is a computational tool based on deep learning that can be used to predict a diagnostic output. VDs are especially useful in systems where measuring the out…