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Mikolaj Kasprzak

17 papers hereh-index 8202 citations19 works total

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

author position
  • sole author3
  • first author3
  • middle author10
  • last author1

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • math.PR8
  • stat.ML5
  • math.ST3
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedPractical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach

16 citations · 84 across the 16 of their papers we have counts for

collaborators
Showing 2017Show all

4 papers · 1 filter

math.PR2017★ 9 cited

Functional approximations with Stein's method of exchangeable pairs

Mikolaj J. Kasprzak

We combine the method of exchangeable pairs with Stein's method for functional approximation. As a result, we give a general linearity condition under which an abstract Gaussian ap…

math.PR2017★ 12 cited

Stein's method for multivariate Brownian approximations of sums under dependence

Mikołaj J. Kasprzak

We use Stein's method to obtain a bound on the distance between scaled p-dimensional random walks and a p-dimensional (correlated) Brownian Motion. We consider dependence schem…

math.PR2017★ 5 cited

Note on A. Barbour's paper on Stein's method for diffusion approximations

Mikolaj J. Kasprzak, Andrew B. Duncan, Sebastian J. Vollmer

In (Barbour, 1990) foundations for diffusion approximation via Stein's method are laid. This paper has been cited more than 130 times and is a cornerstone in the area of Stein's me…

math.PR2017★ 9 cited

Diffusion approximations via Stein's method and time changes

Mikolaj J. Kasprzak

We extend the ideas of (Barbour 1990) and use Stein's method to obtain a bound on the distance between a scaled time-changed random walk and a time-changed Brownian Motion. We then…

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