986 citations · 2k across the 50 of their papers we have counts for
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cs.CV2013★ 150 cited
Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI
Yue Huang, John Paisley, Qin Lin +3
We develop a Bayesian nonparametric model for reconstructing magnetic resonance images (MRI) from highly undersampled k-space data. We perform dictionary learning as part of the im…
stat.ML2013★ 4 cited
A Nested HDP for Hierarchical Topic Models
John Paisley, Chong Wang, David Blei +1
We develop a nested hierarchical Dirichlet process (nHDP) for hierarchical topic modeling. The nHDP is a generalization of the nested Chinese restaurant process (nCRP) that allows…