Publications

Preprints

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

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

N.K.Chada, M.A.Iglesias, L.Roininen, A.M.Stuart, Parameterizations for Ensemble Kalman Inversion (Inverse Problems, to appear).
[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)
[Preprint] [BibTex]

C.Schillings, A.M.Stuart, Convergence Analysis of the Ensemble Kalman Filter for Inverse Problems: the Noisy Case (Submitted)
[Preprint] [BibTex]

A.L.Bertozzi, X.Luo, A.M.Stuart, K.C.Zygalakis, Uncertainty Quantification in the Classification of High Dimensional Data (SIAM-ASA JUQ, to appear).
[Preprint] [BibTex]

H.C.Lie, A.M.Stuart, T.J.Sullivan, Strong convergence rates of probabilistic integrators for ordinary differential equations (Submitted)
[Preprint] [BibTex]

J. Kuntz, M. Ottobre, A.M. Stuart, Non-stationary phase of the MALA algorithm (Stochastic PDEs, to appear).
[Preprint] [BibTex]

D. Kelly and A.M. Stuart, Ergodicity and Accuracy of Optimal Particle Filters for Bayesian Data Assimilation (Submitted)
[Preprint] [BibTex]

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]