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Bayesian inverse problems with Gaussian priors
Work
Year: 2011
Type: article
Abstract: The posterior distribution in a nonparametric inverse problem is shown to contract to the true parameter at a rate that depends on the smoothness of the parameter, and the smoothness and scale of the ... more
Source: The Annals of Statistics
Authors B. T. Knapik, Aad van der Vaart, J. H. van Zanten
Institutions Eindhoven University of Technology, Vrije Universiteit Amsterdam
Cites: 38
Cited by: 196
Related to: 10
FWCI: 12.52
Citation percentile (by year/subfield): 98.07
Topic: Gaussian Processes and Bayesian Inference
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: bronze