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Andrew Stuart: Preprints

M.M.Dunlop, D.Slepcev, A.M.Stuart, M.Thorpe, Large Data and Zero Noise Limits of Graph-Based Semi-Supervised Learning Algorithms (Submitted).
Preprint BibTex

V.Chen, M.M.Dunlop, O.Papaspiliopoulos, A.M.Stuart, Robust MCMC Sampling with Non-Gaussian and Hierarchical Priors in High Dimensions (Submitted).
Preprint BibTex

M.M.Dunlop, M.Girolami, A.M.Stuart, A.L.Teckentrup, How Deep are Deep Gaussian Processes? (Submitted).
Preprint BibTex 

M.E.Levine, G.Hripcsak, L.Mamykina, A.Stuart, D.J.Albers, Offline and online data assimilation for real-time blood glucose forecasting in type 2 diabetes (Submitted).
Preprint BibTex

M.M.Dunlop, C.M.Elliott, V.H.Hoang, A.M.Stuart, Bayesian Formulations of Multidimensional Barcode Inversion (Submitted)
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C.Schillings, A.M.Stuart, Convergence Analysis of the Ensemble Kalman Filter for Inverse Problems: the Noisy Case (Submitted)
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H.C.Lie, A.M.Stuart, T.J.Sullivan, Strong convergence rates of probabilistic integrators for ordinary differential equations (Submitted)
Preprint BibTex

D. Kelly and A.M. Stuart, Ergodicity and Accuracy of Optimal Particle Filters for Bayesian Data Assimilation (Submitted)
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M. Ottobre, A.M. Stuart and J. Kuntz, Diffusion limit for the random walk Metropolis algorithm out of stationarity (Annales de l'Institut Henri Poincare B, to appear)
Preprint BibTex