Stochastic Variational Inference for Bayesian Phylogenetics: A Case of CAT Model

Scaling probabilistic models of genetic variation to millions of humans

(2016) Prem Gopalan et al.   NATURE GENETICS

fastSTRUCTURE: Variational Inference of Population Structure in Large SNP Data Sets

(2014) Anil Raj et al.   GENETICS

Bayesian estimation of Dirichlet mixture model with variational inference

(2014) Zhanyu Ma et al.   PATTERN RECOGNITION

Efficient discovery of overlapping communities in massive networks

(2013) Prem K. Gopalan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

PhyloBayes MPI: Phylogenetic Reconstruction with Infinite Mixtures of Profiles in a Parallel Environment

(2013) Nicolas Lartillot et al.   SYSTEMATIC BIOLOGY

Acoelomorph flatworms are deuterostomes related to Xenoturbella

(2011) Hervé Philippe et al.   NATURE

Variational Inference for Large-Scale Models of Discrete Choice

(2010) Michael Braun et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models

(2008) O. Papaspiliopoulos et al.   BIOMETRIKA