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Pauliina Ilmonen

33 papers hereh-index 14676 citations88 works total

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

author position
  • first author8
  • middle author13
  • last author12

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • math.ST12
  • math.PR8
  • cs.LG2
  • math.NT2
  • stat.AP2
  • stat.ME2

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedContinuous time Gaussian process dynamical models in gene regulatory network inference

75 citations · 165 across the 31 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2018★ 2 cited

Non-parametric Structural Change Detection in Multivariate Systems

Pekka Malo, Lauri Viitasaari, Olga Gorskikh +1

Structural change detection problems are often encountered in analytics and econometrics, where the performance of a model can be significantly affected by unforeseen changes in th…

stat.ME2012★ 9 cited

On asymptotics of ICA estimators and their performance indices

Pauliina Ilmonen, Klaus Nordhausen, Hannu Oja +1

Independent component analysis (ICA) has become a popular multivariate analysis and signal processing technique with diverse applications. This paper is targeted at discussing theo…

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