19 citations · 66 across the 21 of their papers we have counts for
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stat.ME2014★ 5 cited
Scalable multiscale density estimation
Ye Wang, Antonio Canale, David Dunson
Although Bayesian density estimation using discrete mixtures has good performance in modest dimensions, there is a lack of statistical and computational scalability to high-dimensi…
stat.ME2014
Multiscale Bernstein polynomials for densities
Antonio Canale, David B. Dunson
Our focus is on constructing a multiscale nonparametric prior for densities. The Bayes density estimation literature is dominated by single scale methods, with the exception of Pol…