Unsupervised learning of transcriptional regulatory networks via latent tree graphical models

Anthony Gitter, Furong Huang, Ragupathyraj Valluvan +2

Gene expression is a readily-observed quantification of transcriptional activity and cellular state that enables the recovery of the relationships between regulators and their targ…