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Mikolaj Kasprzak

Mikolaj Kasprzak

Postdoctoral researcher

Faculty or Centre Faculty of Science, Technology and Medicine
Department Department of Mathematics
Postal Address Université du Luxembourg
Maison du Nombre
6, Avenue de la Fonte
L-4364 Esch-sur-Alzette
Campus Office MNO, E05 0515-130
Telephone (+352) 46 66 44 4944

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

Last updated on: Tuesday, 19 May 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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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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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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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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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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