Mathieu Fourment

This study compares variational inference and MCMC methods for phylogenetic inference using Stan, finding variational methods faster but less accurate.

This paper develops and evaluates online Bayesian phylogenetic inference methods using sequential Monte Carlo with guided proposals, showing reduced computation time compared to MCMC-based methods without significant accuracy loss.