665 citations · 942 across the 38 of their papers we have counts for
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stat.ML2013
Bayesian inference as iterated random functions with applications to sequential inference in graphical models
Arash A. Amini, XuanLong Nguyen
We propose a general formalism of iterated random functions with semigroup property, under which exact and approximate Bayesian posterior updates can be viewed as specific instance…
cs.NE2013★ 2 cited
Modeling The Stable Operating Envelope For Partially Stable Combustion Engines Using Class Imbalance Learning
Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak +1
Advanced combustion technologies such as homogeneous charge compression ignition (HCCI) engines have a narrow stable operating region defined by complex control strategies such as…
math.ST2013★ 18 cited
Borrowing strengh in hierarchical Bayes: Posterior concentration of the Dirichlet base measure
XuanLong Nguyen
This paper studies posterior concentration behavior of the base probability measure of a Dirichlet measure, given observations associated with the sampled Dirichlet processes, as t…