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stat.AP2026
Emulation strategies for Bayesian inference of regional left ventricle material parameters
Hongjin Ren, Vinny Davies, Hao Gao +2
Patient-specific biomechanical models of the left ventricle can relate cardiac magnetic resonance imaging to regional myocardial material properties, but existing emulator-based st…
stat.ME2026
A Bayesian Bi-Directional Splitting Framework for Variable Selection in Large Datasets
Aaron Coats, Vinny Davies, Mayetri Gupta
Modern tabular datasets are becoming increasingly large, both in the number of samples and covariates, posing significant challenges for Bayesian variable selection due to the resu…