3 citations · 3 across the 2 of their papers we have counts for
2 papers
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.ME2012
Repulsive Mixtures
Francesca Petralia, Vinayak Rao, David B. Dunson
Discrete mixture models are routinely used for density estimation and clustering. While conducting inferences on the cluster-specific parameters, current frequentist and Bayesian m…