12 citations · 17 across the 10 of their papers we have counts for
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stat.CO2014
Particle Filtering and Smoothing Using Windowed Rejection Sampling
J. N. Corcoran, D. Jennings
"Particle methods" are sequential Monte Carlo algorithms, typically involving importance sampling, that are used to estimate and sample from joint and marginal densities from a col…
stat.ML2014★ 5 cited
An Efficient Search Strategy for Aggregation and Discretization of Attributes of Bayesian Networks Using Minimum Description Length
Jem Corcoran, Daniel Tran, Nicholas Levine
Bayesian networks are convenient graphical expressions for high dimensional probability distributions representing complex relationships between a large number of random variables.…