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20132025
most citedAnalysis of a fourth order exponential PDE arising from a crystal surface jump process with Metropolis-type transition rates

6 citations · 10 across the 12 of their papers we have counts for

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math.ST2025

A unified theory of the high-dimensional Laplace approximation with application to Bayesian inverse problems

Anya Katsevich, Vladimir Spokoiny

The Laplace approximation (LA) to posteriors is a ubiquitous tool to simplify Bayesian computation, particularly in the high-dimensional settings arising in Bayesian inverse proble…