688 citations · 2.3k across the 21 of their papers we have counts for
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math.ST2006★ 165 cited
Sequential Monte Carlo smoothing with application to parameter estimation in non-linear state space models
Jimmy Olsson, Olivier Cappé, Randal Douc +1
This paper concerns the use of sequential Monte Carlo methods (SMC) for smoothing in general state space models. A well-known problem when applying the standard SMC technique in th…
cs.IR2006★ 93 cited
Inference and Evaluation of the Multinomial Mixture Model for Text Clustering
Loïs Rigouste, Olivier Cappé, François Yvon
In this article, we investigate the use of a probabilistic model for unsupervised clustering in text collections. Unsupervised clustering has become a basic module for many intelli…