Dr Arthur P. Guillaumin
Lecturer in Mathematical Data Science
School of Mathematical Sciences
Queen Mary University of London
Research
random fields, quasi likelihood, time series, probabilistic neural networks, whittle likelihood
Publications
Publications of specific relevance to the Centre for Probability, Statistics and Data Science
2022
The Debiased Spatial Whittle LikelihoodGuillaumin A Sykulski AM Olhede SC Simons FJ
Journal of The Royal Statistical Society: Series B,
Royal Statistical Society 20-07-2022 2021
Stochastic‐Deep Learning Parameterization of Ocean Momentum ForcingGuillaumin AP Zanna L
Journal of Advances in Modeling Earth Systems,
American Geophysical Union (Agu) vol. 13 (9)
01-09-2021 2019
The debiased Whittle likelihoodSykulski AM Olhede SC Guillaumin AP Lilly JM Early JJ
Biometrika,
Oxford University Press (OUP) vol. 106 (2), 251-266.
13-02-2019 2017
Analysis of Non‐Stationary Modulated Time Series with Applications to Oceanographic Surface Flow MeasurementsGuillaumin AP Sykulski AM Olhede SC Early JJ Lilly JM
Journal of Time Series Analysis,
Wiley vol. 38 (5), 668-710.
26-07-2017 
Learning Machine Learning with Lorenz-96Balwada D Abernathey R Acharya S Adcroft A Brener J Balaji V Bhouri MA Bruna J et al.
In
Authorea
Research Group
PhD Students
- Cheuk Yan Cliff Lo
Efficient Spatio-Temporal Modelling and Interpolation of Global Sea Surface Height
