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researcher

Tim Johnston

9 papers hereh-index 594 citations11 works total

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

author position
  • first author7
  • middle author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.PR6
  • stat.ML2
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedInteracting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation

1 citations · 1 across the 9 of their papers we have counts for

collaborators
Showing stat.COShow all

1 paper · 1 filter

stat.CO2023★ 1 cited

Interacting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation

Ö. Deniz Akyildiz, Francesca Romana Crucinio, Mark Girolami +2

We develop a class of interacting particle systems for implementing a maximum marginal likelihood estimation (MMLE) procedure to estimate the parameters of a latent variable model.…

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