28 citations · 34 across the 3 of their papers we have counts for
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stat.ML2015★ 2 cited
Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood
Xin Yuan, Ricardo Henao, Ephraim L. Tsalik +2
We consider the problem of discriminative factor analysis for data that are in general non-Gaussian. A Bayesian model based on the ranks of the data is proposed. We first introduce…
stat.ML2012★ 4 cited
Efficient hierarchical clustering for continuous data
Ricardo Henao, Joseph E. Lucas
We present an new sequential Monte Carlo sampler for coalescent based Bayesian hierarchical clustering. Our model is appropriate for modeling non-i.i.d. data and offers a substanti…
stat.ML2010★ 28 cited
Sparse Linear Identifiable Multivariate Modeling
Ricardo Henao, Ole Winther
In this paper we consider sparse and identifiable linear latent variable (factor) and linear Bayesian network models for parsimonious analysis of multivariate data. We propose a co…