742 citations
- Johns Hopkins UniversityUS7 papers
- Duke UniversityUS4 papers
- Centre Inria de SaclayFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- Johns Hopkins MedicineUS3 papers
- CEA Paris-SaclayFR2 papers
- Center for Translational Research in Neuroimaging and Data ScienceUS2 papers
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Showing 2013 · stat.MLShow all
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stat.ML2013★ 3 cited
Multiscale Dictionary Learning for Estimating Conditional Distributions
Francesca Petralia, Joshua Vogelstein, David B. Dunson
Nonparametric estimation of the conditional distribution of a response given high-dimensional features is a challenging problem. It is important to allow not only the mean but also…
stat.ML2013★ 13 cited
Robust Vertex Classification
Li Chen, Cencheng Shen, Joshua Vogelstein +1
For random graphs distributed according to stochastic blockmodels, a special case of latent position graphs, adjacency spectral embedding followed by appropriate vertex classificat…