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stat.AP2021
A Comparison of Bayesian Inference Techniques for Sparse Factor Analysis
Yong See Foo, Heejung Shim
Dimension reduction algorithms aim to discover latent variables which describe underlying structures in high-dimensional data. Methods such as factor analysis and principal compone…
stat.AP2014
BayesCAT: Bayesian Co-estimation of Alignment and Tree
Heejung Shim, Bret Larget
Traditionally, phylogeny and sequence alignment are estimated separately: first estimate a multiple sequence alignment and then infer a phylogeny based on the sequence alignment es…