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S. Donnet

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • math.ST1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20172019
most citedUsing deterministic approximations to accelerate SMC for posterior sampling

3 citations · 4 across the 2 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2018

Block models for multipartite networks.Applications in ecology and ethnobiology

Avner Bar-Hen, Pierre Barbillon, Sophie Donnet

Modeling relations between individuals is a classical question in social sciences, ecology, etc. In order to uncover a latent structure in the data, a popular approach consists in…

stat.ME2017★ 3 cited

Using deterministic approximations to accelerate SMC for posterior sampling

Sophie Donnet, Stéphane Robin

Sequential Monte Carlo has become a standard tool for Bayesian Inference of complex models. This approach can be computationally demanding, especially when initialized from the pri…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.