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Michael Thomas Smith

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Modelling calibration uncertainty in networks of environmental sensors

May 09, 2022
Michael Thomas Smith, Magnus Ross, Joel Ssematimba, Pablo A. Alvarado, Mauricio Alvarez, Engineer Bainomugisha, Richard Wilkinson

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Adversarial Vulnerability Bounds for Gaussian Process Classification

Sep 19, 2019
Michael Thomas Smith, Kathrin Grosse, Michael Backes, Mauricio A Alvarez

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Differentially Private Regression and Classification with Sparse Gaussian Processes

Sep 19, 2019
Michael Thomas Smith, Mauricio A. Alvarez, Neil D. Lawrence

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Multi-task Learning for Aggregated Data using Gaussian Processes

Jun 22, 2019
Fariba Yousefi, Michael Thomas Smith, Mauricio A Alvarez

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Gaussian Process Regression for Binned Data

Sep 06, 2018
Michael Thomas Smith, Mauricio A Alvarez, Neil D Lawrence

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How Wrong Am I? - Studying Adversarial Examples and their Impact on Uncertainty in Gaussian Process Machine Learning Models

Feb 16, 2018
Kathrin Grosse, David Pfaff, Michael Thomas Smith, Michael Backes

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Differentially Private Gaussian Processes

May 30, 2017
Michael Thomas Smith, Max Zwiessele, Neil D. Lawrence

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