986 citations · 2k across the 50 of their papers we have counts for
3 papers · 1 filter
Self-Verification in Image Denoising
Huangxing Lin, Yihong Zhuang, Delu Zeng +3
We devise a new regularization, called self-verification, for image denoising. This regularization is formulated using a deep image prior learned by the network, rather than a trad…
Bayesian non-parametric non-negative matrix factorization for pattern identification in environmental mixtures
Elizabeth A. Gibson, Sebastian T. Rowland, Jeff Goldsmith +3
Environmental health researchers may aim to identify exposure patterns that represent sources, product use, or behaviors that give rise to mixtures of potentially harmful environme…
Scalable Community Detection in Massive Networks Using Aggregated Relational Data
Timothy Jones, Owen G. Ward, Yiran Jiang +2
The mixed membership stochastic blockmodel (MMSB) is a popular Bayesian network model for community detection. Fitting such large Bayesian network models quickly becomes computatio…