119 citations · 294 across the 20 of their papers we have counts for
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stat.ML2017
Location Dependent Dirichlet Processes
Shiliang Sun, John Paisley, Qiuyang Liu
Dirichlet processes (DP) are widely applied in Bayesian nonparametric modeling. However, in their basic form they do not directly integrate dependency information among data arisin…
stat.ML2017
Multi-view Regularized Gaussian Processes
Qiuyang Liu, Shiliang Sun
Gaussian processes (GPs) have been proven to be powerful tools in various areas of machine learning. However, there are very few applications of GPs in the scenario of multi-view l…