# Variational Bayesian Supertrees

arXiv: https://arxiv.org/abs/2104.11191 · HTML: https://mlsanity.com/paper/2104.11191/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 24 references that are in the map.
- First posted on arXiv 22 Apr 2021.

## Abstract (arXiv)

Given overlapping subsets of a set of taxa (e.g. species), and posterior distributions on phylogenetic tree topologies for each of these taxon sets, how can we infer a posterior distribution on phylogenetic tree topologies for the entire taxon set? Although the equivalent problem for in the non-Bayesian case has attracted substantial research, the Bayesian case has not attracted the attention it deserves. In this paper we develop a variational Bayes approach to this problem and demonstrate its effectiveness.