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researcher

A. M. Johansen

47 papers hereh-index 244.1k citations118 works total

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

author position
  • middle author22
  • last author24

Across the 46 of 47 papers where every author was matched, so the position is known.

fields
  • stat.CO15
  • stat.ME14
  • math.ST6
  • math.PR5
  • stat.ML3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedDivide-and-Conquer with Sequential Monte Carlo

32 citations · 182 across the 41 of their papers we have counts for

collaborators
Showing 2021 · math.STShow all

2 papers · 2 filters

math.ST2021

Product-form estimators: exploiting independence to scale up Monte Carlo

Juan Kuntz, Francesca R. Crucinio, Adam M. Johansen

We introduce a class of Monte Carlo estimators that aim to overcome the rapid growth of variance with dimension often observed for standard estimators by exploiting the target's in…

math.ST2021★ 3 cited

Unbiased simulation of rare events in continuous time

James Hodgson, Adam M. Johansen, Murray Pollock

For rare events described in terms of Markov processes, truly unbiased estimation of the rare event probability generally requires the avoidance of numerical approximations of the…

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