Publications

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Gaussian Process on Hypergraphs

Preprint

Semi-Exact Control Functionals From Sard's Method

Preprint

A Probabilistic Assessment of the COVID-19 Lockdown on Air Quality in the UK

Preprint

GaussianProcesses.jl: A Nonparametric Bayes package for the Julia Language

Preprint

Stein Variational Gaussian Processes

Preprint Code

Bayesian calibration of firn densification models

PDF

Pseudo-extended Makov chain Monte Carlo

Preprint PDF Code

Latent Space Representations of Hypergraphs

Preprint

Stochastic Gradient MCMC for Nonlinear State Space Models

Preprint Code

Control Variates for Stochastic Gradient MCMC

Preprint PDF Code