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stat.ME2025
Unbiased Parameter Estimation for Bayesian Inverse Problems
Neil K. Chada, Ajay Jasra, Mohamed Maama +1
In this paper we consider the estimation of unknown parameters in Bayesian inverse problems. In most cases of practical interest, there are several barriers to performing such esti…
stat.ME2024
Parameter Estimation for Partially Observed McKean-Vlasov Diffusions
Ajay Jasra, Mohamed Maama, Raul Tempone
In this article we consider likelihood-based estimation of static parameters for a class of partially observed McKean-Vlasov (POMV) diffusion process with discrete-time observation…