Matthew Dunlop
Title
Cited by
Cited by
Year
Hierarchical Bayesian level set inversion
MM Dunlop, MA Iglesias, AM Stuart
Statistics and Computing 27 (6), 1555-1584, 2017
592017
How deep are deep Gaussian processes?
MM Dunlop, MA Girolami, AM Stuart, AL Teckentrup
The Journal of Machine Learning Research 19 (1), 2100-2145, 2018
482018
The Bayesian formulation of EIT: analysis and algorithms
MM Dunlop, AM Stuart
Inverse Problems & Imaging 10 (4), 1007-1036, 2015
362015
Iterative updating of model error for Bayesian inversion
D Calvetti, M Dunlop, E Somersalo, A Stuart
Inverse Problems 34 (2), 025008, 2018
282018
Large data and zero noise limits of graph-based semi-supervised learning algorithms
MM Dunlop, D Slepčev, AM Stuart, M Thorpe
Applied and Computational Harmonic Analysis 49 (2), 655-697, 2020
232020
Dimension-robust MCMC in Bayesian inverse problems
V Chen, MM Dunlop, O Papaspiliopoulos, AM Stuart
arXiv preprint arXiv:1803.03344, 2018
20*2018
MAP estimators for piecewise continuous inversion
MM Dunlop, AM Stuart
Inverse Problems 32 (10), 105003, 2016
122016
Reconciling Bayesian and total variation methods for binary inversion
MM Dunlop, CM Elliott, VH Hoang, AM Stuart
arXiv, 2017
32017
Hyperparameter Estimation in Bayesian MAP Estimation: Parameterizations and Consistency
MM Dunlop, T Helin, AM Stuart
The SMAI journal of computational mathematics 6, 69-100, 2020
22020
Multiplicative noise in Bayesian inverse problems: Well-posedness and consistency of MAP estimators
MM Dunlop
arXiv preprint arXiv:1910.14632, 2019
22019
Analysis and computation for Bayesian inverse problems
MM Dunlop
University of Warwick, 2017
22017
Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion
MM Dunlop, Y Yang
arXiv preprint arXiv:2004.03730, 2020
12020
New likelihood functions and level-set prior for Bayesian full-waveform inversion
M Dunlop, Y Yang
SEG Technical Program Expanded Abstracts 2020, 825-829, 2020
2020
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Articles 1–13