111 citations · 201 across the 2 of their papers we have counts for
2 papers
stat.ME2012★ 90 cited
Generalized Polya Urn for Time-varying Dirichlet Process Mixtures
Francois Caron, Manuel Davy, Arnaud Doucet
Dirichlet Process Mixtures (DPMs) are a popular class of statistical models to perform density estimation and clustering. However, when the data available have a distribution evolv…
math.ST2007★ 111 cited
Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures
François Caron, Manuel Davy, Arnaud Doucet +2
Using Kalman techniques, it is possible to perform optimal estimation in linear Gaussian state-space models. We address here the case where the noise probability density functions…