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Deep Gaussian Processes for Multi-fidelity Modeling


Mar 18, 2019
Kurt Cutajar, Mark Pullin, Andreas Damianou, Neil Lawrence, Javier González

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Entropic Trace Estimates for Log Determinants


Apr 24, 2017
Jack Fitzsimons, Diego Granziol, Kurt Cutajar, Michael Osborne, Maurizio Filippone, Stephen Roberts

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* 16 pages, 4 figures, 2 tables, 2 algorithms 

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Bayesian Inference of Log Determinants


Apr 05, 2017
Jack Fitzsimons, Kurt Cutajar, Michael Osborne, Stephen Roberts, Maurizio Filippone

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* 12 pages, 3 figures 

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AutoGP: Exploring the Capabilities and Limitations of Gaussian Process Models


Mar 06, 2017
Karl Krauth, Edwin V. Bonilla, Kurt Cutajar, Maurizio Filippone

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* Edited results on RECTANGLES-IMAGE and related comments; minor additional edits 

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Random Feature Expansions for Deep Gaussian Processes


Mar 01, 2017
Kurt Cutajar, Edwin V. Bonilla, Pietro Michiardi, Maurizio Filippone

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Preconditioning Kernel Matrices


May 25, 2016
Kurt Cutajar, Michael A. Osborne, John P. Cunningham, Maurizio Filippone

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