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S. Donnet

5 papers hereh-index 17971 citations56 works total

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

author position
  • first author3
  • last author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • math.ST1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedUsing deterministic approximations to accelerate SMC for posterior sampling

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

collaborators
Showing 2018Show 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…

math.ST2018

Nonparametric Bayesian estimation of multivariate Hawkes processes

Sophie Donnet, Vincent Rivoirard, Judith Rousseau

This paper studies nonparametric estimation of parameters of multivariate Hawkes processes. We consider the Bayesian setting and derive posterior concentration rates. First rates a…

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