221 citations · 434 across the 31 of their papers we have counts for
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stat.AP2010★ 221 cited
Uncovering latent structure in valued graphs: A variational approach
Mahendra Mariadassou, Stéphane Robin, Corinne Vacher
As more and more network-structured data sets are available, the statistical analysis of valued graphs has become common place. Looking for a latent structure is one of the many st…
stat.CO2010
Exact posterior distributions over the segmentation space and model selection for multiple change-point detection problems
Guillem Rigaill, Emilie Lebarbier, Stéphane Robin
In segmentation problems, inference on change-point position and model selection are two difficult issues due to the discrete nature of change-points. In a Bayesian context, we der…