70 citations · 261 across the 11 of their papers we have counts for
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q-bio.PE2012★ 55 cited
Evolutionary Inference via the Poisson Indel Process
Alexandre Bouchard-Côté, Michael I. Jordan
We address the problem of the joint statistical inference of phylogenetic trees and multiple sequence alignments from unaligned molecular sequences. This problem is generally formu…
stat.ML2012★ 10 cited
Optimization of Structured Mean Field Objectives
Alexandre Bouchard-Cote, Michael I. Jordan
In intractable, undirected graphical models, an intuitive way of creating structured mean field approximations is to select an acyclic tractable subgraph. We show that the hardness…