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Mikolaj Kasprzak

Mikolaj Kasprzak

Postdoctoral researcher

Faculté ou Centre Faculté des Sciences, des Technologies et de Médecine
Department Département Mathématiques
Adresse postale Université du Luxembourg
Maison du Nombre
6, Avenue de la Fonte
L-4364 Esch-sur-Alzette
Bureau sur le campus MNO, E05 0515-130
E-mail
Téléphone (+352) 46 66 44 4944

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

Last updated on: mardi 19 mai 2020

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Sous presse

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See detailVector-valued statistics of binomial processes: Berry-Esseen bounds in the convex distance
Kasprzak, Mikolaj; Peccati, Giovanni

in Annals of Applied Probability (in press)

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2022

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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 (2022), 32(1), 551-601

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See detailThe multivariate functional de Jong CLT
Döbler, Christian; Kasprzak, Mikolaj; Peccati, Giovanni

in Probability Theory and Related Fields (2022), 184(1), 367-399

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See detailHow good is your Gaussian approximation of the posterior? Finite-sample computable error bounds for a variety of useful divergences
Kasprzak, Mikolaj; Giordano, Ryan; Broderick, Tamara

E-print/Working paper (2022)

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See detailA Spectral Representation of Kernel Stein Discrepancy with Application to Goodness-of-Fit Tests for Measures on Infinite Dimensional Hilbert Spaces
Wynne, George; Kasprzak, Mikolaj; Duncan, Andrew

E-print/Working paper (2022)

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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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