2 papers
stat.CO2025
To MCMC or not to MCMC: Evaluating non-MCMC methods for Bayesian penalized regression
Florian D. van Leeuwen, Sara van Erp
Markov Chain Monte Carlo (MCMC) sampling is computationally expensive, especially for complex models. Alternative methods make simplifying assumptions about the posterior to reduce…
stat.AP2024
Predicting the trajectory of intracranial pressure in patients with traumatic brain injury: evaluation of a foundation model for time series
Florian D. van Leeuwen, Shubhayu Bhattacharyay, Alex Carriero +2
Patients with traumatic brain injury (TBI) often experience pathological increases in intracranial pressure (ICP), leading to intracranial hypertension (tIH), a common and serious…