791 citations · 2.5k across the 58 of their papers we have counts for
Showing q-bio.QMShow all
3 papers · 1 filter
q-bio.QM2017★ 21 cited
Quantifying homologous proteins and proteoforms
Dmitry Malioutov, Tianchi Chen, Jacob Jaffe +4
Many proteoforms - arising from alternative splicing, post-translational modifications (PTMs), or paralogous genes - have distinct biological functions, such as histone PTM proteof…
q-bio.QM2007★ 6 cited
Mixed membership analysis of genome-wide expression data
Edoardo M Airoldi, Stephen E Fienberg, Eric P Xing
Learning latent expression themes that best express complex patterns in a sample is a central problem in data mining and scientific research. For example, in computational biology…
q-bio.QM2007★ 72 cited
Getting started in probabilistic graphical models
Edoardo M Airoldi
Probabilistic graphical models (PGMs) have become a popular tool for computational analysis of biological data in a variety of domains. But, what exactly are they and how do they w…