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Jonathan E. Fieldsend

PRoA: A Probabilistic Robustness Assessment against Functional Perturbations

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Jul 05, 2022
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Variational Autoencoders Without the Variation

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Mar 01, 2022
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Asynchronous ε-Greedy Bayesian Optimisation

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Oct 16, 2020
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What do you Mean? The Role of the Mean Function in Bayesian Optimisation

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May 08, 2020
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$ε$-shotgun: $ε$-greedy Batch Bayesian Optimisation

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Feb 05, 2020
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Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation

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Nov 28, 2019
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A Bayesian Approach for the Robust Optimisation of Expensive-To-Evaluate Functions

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May 09, 2019
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Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique

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Apr 14, 2005
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Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data

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Apr 14, 2005
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