30 citations · 59 across the 20 of their papers we have counts for
3 papers · 1 filter
Online Bayesian phylogenetic inference: theoretical foundations via Sequential Monte Carlo
Vu Dinh, Aaron E. Darling, Frederick A. Matsen
Phylogenetics, the inference of evolutionary trees from molecular sequence data such as DNA, is an enterprise that yields valuable evolutionary understanding of many biological sys…
Fast learning rates with heavy-tailed losses
Vu Dinh, Lam Si Tung Ho, Duy Nguyen +1
We study fast learning rates when the losses are not necessarily bounded and may have a distribution with heavy tails. To enable such analyses, we introduce two new conditions: (i)…
Consistency and convergence rate of phylogenetic inference via regularization
Vu Dinh, Lam Si Tung Ho, Marc A. Suchard +1
It is common in phylogenetics to have some, perhaps partial, information about the overall evolutionary tree of a group of organisms and wish to find an evolutionary tree of a spec…