7 citations · 19 across the 21 of their papers we have counts for
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math.ST2011
Convergence of a Particle-based Approximation of the Block Online Expectation Maximization Algorithm
Sylvain Le Corff, Gersende Fort
Online variants of the Expectation Maximization (EM) algorithm have recently been proposed to perform parameter inference with large data sets or data streams, in independent laten…
math.ST2011★ 5 cited
Supplement paper to "Online Expectation Maximization based algorithms for inference in hidden Markov models"
Sylvain Le Corff, Gersende Fort
This is a supplementary material to the paper "Online Expectation Maximization based algorithms for inference in hidden Markov models". It contains further technical derivations an…
math.ST2011
Online Expectation Maximization based algorithms for inference in hidden Markov models
Sylvain Le Corff, Gersende Fort
The Expectation Maximization (EM) algorithm is a versatile tool for model parameter estimation in latent data models. When processing large data sets or data stream however, EM bec…