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11/04/2022
Optimal parameter estimation for linear SPDEs from multiple measurements
The coefficients in a general second order linear stochastic partial dif...
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08/28/2022
Polynomial time guarantees for sampling based posterior inference in high-dimensional generalised linear models
The problem of computing posterior functionals in general high-dimension...
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10/13/2020
Parameter Estimation in an SPDE Model for Cell Repolarisation
As a concrete setting where stochastic partial differential equations (S...
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04/30/2020
Parameter estimation for semilinear SPDEs from local measurements
This work contributes to the limited literature on estimating the diffus...
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09/01/2019
Central limit theorems for discretized occupation time functionals
The approximation of integral type functionals is studied for discrete o...
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03/16/2019
Nonparametric estimation for linear SPDEs from local measurements
We estimate the coefficient function of the leading differential operato...
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08/15/2018