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researcher

L. Viitasaari

83 papers hereh-index 15902 citations128 works total

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

author position
  • sole author5
  • first author2
  • middle author15
  • last author61

Across the 83 of 83 papers where every author was matched, so the position is known.

fields
  • math.PR58
  • math.ST13
  • stat.AP3
  • math.OC2
  • cs.LG1
  • econ.EM1

identity via Semantic Scholar / OpenAlex

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

75 citations · 236 across the 75 of their papers we have counts for

collaborators
Showing 2023 · math.PRShow all

3 papers · 2 filters

math.PR2023

Transfer principle for fractional Ornstein-Uhlenbeck processes

Tommi Sottinen, Lauri Viitasaari

We prove the transfer principle for fractional Ornstein-Uhlenbeck processes, i.e., we construct a Brownian motion that has the same filtration as the fractional Ornstein-Uhlenbeck…

math.PR2023

Discretisation error for stochastic integrals with respect to the fractional Brownian motion with discontinuous integrands and local times

Valentin Garino, Lauri Viitasaari

We consider equidistant Riemann approximations of stochastic integrals ∫0T​f(BsH​)dBsH​ with respect to the fractional Brownian motion with H>21​, where f is an ar…

math.PR2023

On Lamperti transformation and characterisations of discrete random fields

Marko Voutilainen, Lauri Viitasaari, Pauliina Ilmonen

In this article we characterise discrete time stationary fields by difference equations involving stationary increment fields and self-similar fields. This gives connections betwee…

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