Search Results for author: James Hook

Found 3 papers, 0 papers with code

Bayesian Screening: Multi-test Bayesian Optimization Applied to in silico Material Screening

no code implementations11 Sep 2020 James Hook, Calum Hand, Emma Whitfield

We present new multi-test Bayesian optimization models and algorithms for use in large scale material screening applications.

Bayesian Optimization

Max-plus statistical leverage scores

no code implementations29 Sep 2016 James Hook

We show that max-plus statistical leverage scores can be used to calculate the exact asymptotic behavior of the conventional statistical leverage scores of a generic matrices of Puiseux series and also provide a novel way to approximate the conventional statistical leverage scores of a fixed or complex matrix.

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