Mikolaj Kasprzak
Mikolaj Kasprzak
Department of Mathematics, University of Luxembourg
Verified email at uni.lu - Homepage
Title
Cited by
Cited by
Year
Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach
JH Huggins, T Campbell, M Kasprzak, T Broderick
arXiv preprint arXiv:1809.09505, 2018
202018
Validated Variational Inference via Practical Posterior Error Bounds
JH Huggins, M Kasprzak, T Campbell, T Broderick
arXiv preprint arXiv:1910.04102, 2019
13*2019
Diffusion approximations via Stein's method and time changes
MJ Kasprzak
arXiv preprint arXiv:1701.07633, 2017
132017
Scalable Gaussian process inference with finite-data mean and variance guarantees
JH Huggins, T Campbell, M Kasprzak, T Broderick
The 22nd International Conference on Artificial Intelligence and Statistics†Ö, 2019
122019
Steinís method for multivariate Brownian approximations of sums under dependence
MJ Kasprzak
Stochastic Processes and their Applications 130 (8), 4927-4967, 2020
112020
Note on A. Barbourís paper on Steinís method for diffusion approximations
MJ Kasprzak, AB Duncan, SJ Vollmer
Electronic Communications in Probability 22, 1-8, 2017
102017
Functional approximations with Stein's method of exchangeable pairs
MJ Kasprzak
arXiv preprint arXiv:1710.09263, 2017
7*2017
Functional convergence of U-processes with size-dependent kernels
C Döbler, M Kasprzak, G Peccati
arXiv preprint arXiv:1912.02705, 2019
42019
Steinís method of exchangeable pairs in multivariate functional approximations
C Döbler, MJ Kasprzak
Electronic Journal of Probability 26, 1-50, 2021
22021
Functional convergence of sequential U-processes with size-dependent kernels
C Döbler, M Kasprzak, G Peccati
arXiv preprint arXiv:1912.02705, 2019
12019
The multivariate functional de Jong CLT
C Döbler, M Kasprzak, G Peccati
arXiv preprint arXiv:2104.01858, 2021
2021
Stein's method for functional approximations
M Kasprzak
University of Oxford, 2018
2018
Diffusion approximations via Steinís method and time changes
M laj Kasprzak
arXiv preprint arXiv:1701.07633, 2017
2017
Kernel Mean Embeddings for Functional Data Analysis
G Wynne, AB Duncan, S Nagy, M Kasprzak
Different Varimax Rotation Approaches of Functional PCA for the evolution of†Ö, 0
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