147 citations · 460 across the 31 of their papers we have counts for
Showing 2011 · stat.MEShow all
3 papers · 2 filters
stat.ME2011★ 3 cited
Efficient Gaussian Process Regression for Large Data Sets
Anjishnu Banerjee, David Dunson, Surya Tokdar
Gaussian processes (GPs) are widely used in nonparametric regression, classification and spatio-temporal modeling, motivated in part by a rich literature on theoretical properties.…
stat.ME2011★ 28 cited
Semiparametric inference in mixture models with predictive recursion marginal likelihood
Ryan Martin, Surya T. Tokdar
Predictive recursion is an accurate and computationally efficient algorithm for nonparametric estimation of mixing densities in mixture models. In semiparametric mixture models, ho…
stat.ME2011★ 40 cited
A nonparametric empirical Bayes framework for large-scale multiple testing
Ryan Martin, Surya T. Tokdar
We propose a flexible and identifiable version of the two-groups model, motivated by hierarchical Bayes considerations, that features an empirical null and a semiparametric mixture…