186 citations
- University of New MexicoUS8 papers
- Georgia State UniversityUS4 papers
- Tulane UniversityUS4 papers
- Center for Translational Research in Neuroimaging and Data ScienceUS3 papers
- University of Nebraska Medical CenterUS3 papers
- Carnegie Mellon UniversityUS2 papers
- Microsoft (United States)US2 papers
- New York UniversityUS2 papers
- Sandia National LaboratoriesUS2 papers
- University of Maryland, Baltimore CountyUS2 papers
- AEgis Technologies (United States)US1 paper
- Biomedical Research InstituteUS1 paper
Showing cs.LGShow all
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cs.LG2015★ 3 cited
Iterative Refinement of the Approximate Posterior for Directed Belief Networks
R Devon Hjelm, Kyunghyun Cho, Junyoung Chung +3
Variational methods that rely on a recognition network to approximate the posterior of directed graphical models offer better inference and learning than previous methods. Recent a…
cs.LG2013★ 15 cited
Block Coordinate Descent for Sparse NMF
Vamsi K. Potluru, Sergey M. Plis, Jonathan Le Roux +3
Nonnegative matrix factorization (NMF) has become a ubiquitous tool for data analysis. An important variant is the sparse NMF problem which arises when we explicitly require the le…