Mikolaj Kasprzak

Mikolaj Kasprzak

Postdoctoral researcher

Fakultät oder Zentrum Fakultät für Naturwissenschaften, Technologie und Medizin
Department Fachbereich Mathematik
Postadresse Université du Luxembourg
Maison du Nombre
6, Avenue de la Fonte
L-4364 Esch-sur-Alzette
Büroadresse MNO, E05 0515-130
E-Mail
Telefon (+352) 46 66 44 4944
Fax (+352) 46 66 44 34944

To Mikolaj KASPRZAK's homepage: www.mikolajkasprzak.com

Last updated on: Dienstag, den 19. Mai 2020

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In press

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See detailFunctional Convergence of U-processes with Size-Dependent Kernels
Döbler, Christian; Kasprzak, Mikolaj; Peccati, Giovanni

in Annals of Applied Probability (in press)

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2021

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See detailStein's method of exchangeable pairs in multivariate functional approximations
Döbler, Christian; Kasprzak, Mikolaj

in Electronic Journal of Probability (2021), 26

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2020

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See detailValidated Variational Inference via Practical Posterior Error Bounds
Huggins, Jonathan; Kasprzak, Mikolaj; Campbell, Trevor; Broderick Tamara

in Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) (2020, June)

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See detailStein’s method for multivariate Brownian approximations of sums under dependence
Kasprzak, Mikolaj

in Stochastic Processes and Their Applications (2020), 130(8), 4927-4967

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See detailFunctional approximations with Stein's method of exchangeable pairs
Kasprzak, Mikolaj

in Annales Henri Poincare (2020), 56(4), 2540-564

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2019

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See detailScalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees
Huggins, Jonathan; Campbell, Trevor; Kasprzak, Mikolaj; Broderick, Tamara

in Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019 (2019)

See detailPractical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach
Huggins, Jonathan; Kasprzak, Mikolaj; Campbell, Trevor; Broderick, Tamara

E-print/Working paper (2019)

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2017

See detailDiffusion approximations via Stein's method and time changes
Kasprzak, Mikolaj

E-print/Working paper (2017)

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See detailNote on A. Barbour’s paper on Stein’s method for diffusion approximations
Kasprzak, Mikolaj; Duncan, Andrew; Vollmer, Sebastian

in Electronic Communications in Probability (2017)

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