184 citations · 931 across the 54 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
q-bio.MN2016★ 3 cited
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…
cs.LG2016★ 3 cited
Discovery of Latent Factors in High-dimensional Data Using Tensor Methods
Furong Huang
Unsupervised learning aims at the discovery of hidden structure that drives the observations in the real world. It is essential for success in modern machine learning. Latent varia…
cs.CL2016★ 1 cited
Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition
Furong Huang, Animashree Anandkumar
Unsupervised text embeddings extraction is crucial for text understanding in machine learning. Word2Vec and its variants have received substantial success in mapping words with sim…