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researcher

A. Wigren

4 papers hereh-index 347 citations9 works total

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

author position
  • first author4

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

fields
  • stat.CO3
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedNonlinear System Identification: Learning while respecting physical models using a sequential Monte Carlo method

26 citations · 37 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.CO2019★ 4 cited

Parameter elimination in particle Gibbs sampling

Anna Wigren, Riccardo Sven Risuleo, Lawrence Murray +1

Bayesian inference in state-space models is challenging due to high-dimensional state trajectories. A viable approach is particle Markov chain Monte Carlo, combining MCMC and seque…

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