2 papers
stat.ME2026
Spatio-temporal modeling and forecasting with Fourier neural operators
Pratik Nag, Andrew Zammit-Mangion, Sumeetpal Singh +1
Spatio-temporal process models are often used for modeling dynamic physical and biological phenomena that evolve across space and time. These phenomena may exhibit environmental he…
stat.ME2025
Towards a turnkey approach to unbiased Monte Carlo estimation of smooth functions of expectations
Nicolas Chopin, Francesca R. Crucinio, Sumeetpal S. Singh
Given a smooth function , we develop a general approach to turn Monte Carlo samples with expectation into an unbiased estimate of . Specifically, we develop estimators…