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Mikolaj Kasprzak

Mikolaj Kasprzak

Postdoctoral researcher

Faculty or Centre Faculty of Science, Technology and Medicine
Postal Address Université du Luxembourg
Maison du Nombre
6, Avenue de la Fonte
L-4364 Esch-sur-Alzette
Campus Office MNO, E05 0515-130
Email
Telephone (+352) 46 66 44 4944
Fax (+352) 46 66 44 34944
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In press

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

in Stochastic Processes and Their Applications (in press)

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2020

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See detailPractical Posterior Error Bounds from Variational Objectives
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 detailFunctional approximations with Stein's method of exchangeable pairs
Kasprzak, Mikolaj

in Annales de l’Institut Henri Poincaré (2020)

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2019

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

E-print/Working paper (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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