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LS

Lewis Smith

Independent Researcher

41

Publications

1,388

Citations

14

H-Index

16

i10-Index

4.83

2yr Mean Cite

-

Cite/Paper

Data combined from OpenAlex . OA = OpenAlex S2 = Semantic Scholar

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Publication & Citation Trends

Publications

41 total

Towards global flood mapping onboard low cost satellites with machine learning PDF

Gonzalo Mateo‐García, Joshua Veitch-Michaelis, Lewis Smith, Silviu Oprea, Guy Schumann et al. - Scientific Reports, 2021

Cited by 190 OpenAlex

Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies PDF

Mike Walmsley, Chris Lintott, Tobias Géron, Sandor Kruk, Coleman Krawczyk et al. - Monthly Notices of the Royal Astronomical Society, 2021

Cited by 180 OpenAlex

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

Joost van Amersfoort, Lewis Smith, Andrew Jesson, Oscar Key, Yarin Gal - arXiv (Cornell University), 2021

Cited by 56 OpenAlex

Uncertainty Estimation Using a Single Deep Deterministic Neural Network PDF

Joost van Amersfoort, Lewis Smith, Yee Whye Teh, Yarin Gal - arXiv (Cornell University), 2020

Cited by 233 OpenAlex

Uncertainty Estimation Using a Single Deep Deterministic Neural Network

Joost van Amersfoort, Lewis Smith, Yee Whye Teh, Yarin Gal - International Conference on Machine Learning, 2020

Cited by 70 OpenAlex

Galaxy Zoo: probabilistic morphology through Bayesian CNNs and active learning PDF

Mike Walmsley, Lewis Smith, Chris Lintott, Yarin Gal, S. P. Bamford et al. - Monthly Notices of the Royal Astronomical Society, 2019

Cited by 154 OpenAlex

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks PDF

Angelos Filos, Sebastian Farquhar, Aidan N. Gomez, Tim G. J. Rudner, Zachary Kenton et al. - arXiv (Cornell University), 2019

Cited by 73 OpenAlex

Understanding Measures of Uncertainty for Adversarial Example Detection PDF

Lewis Smith, Yarin Gal - arXiv (Cornell University), 2018

Cited by 184 OpenAlex

Understanding Measures of Uncertainty for Adversarial Example Detection

Lewis Smith, Yarin Gal - Uncertainty in Artificial Intelligence, 2018

Cited by 41 OpenAlex

Sufficient Conditions for Idealised Models to Have No Adversarial Examples: a Theoretical and Empirical Study with Bayesian Neural Networks PDF

Yarin Gal, Lewis Smith - arXiv (Cornell University), 2018

Cited by 27 OpenAlex

Research Topics

Adversarial Robustness in Machine Learning (12) Anomaly Detection Techniques and Applications (10) Gaussian Processes and Bayesian Inference (6) T-cell and B-cell Immunology (5) Machine Learning and Data Classification (5)

Affiliations

Royal Perth Hospital

AU 2007 - 2003

University of Oxford

GB 2022 - 2019

Pathwest Laboratory Medicine

AU 2014 - 2014

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