Randomized sparse grid algorithms for multivariate integration on Haar-Wavelet spaces. - Marcin Wnuk; Michael Gnewuch (CoRR, 2020)

Explicit error bounds for randomized Smolyak algorithms and an application to infinite-dimensional integration. - Michael Gnewuch; Marcin Wnuk (J. Approx. Theory, 2020)

Note on pairwise negative dependence of randomly shifted and jittered rank-1 lattices. - Marcin Wnuk; Michael Gnewuch (Oper. Res. Lett., 2020)

A short note on compact embeddings of reproducing kernel Hilbert spaces in L2 for infinite-variate function approximation. - Marcin Wnuk (CoRR, 2022)

Infinite-Variate L2-Approximation with Nested Subspace Sampling. - Kumar Harsha; Michael Gnewuch; Marcin Wnuk (CoRR, 2023)

Uniform approximation of vectors using adaptive randomized information. - Robert J. Kunsch; Marcin Wnuk (CoRR, 2024)

Data Compression using Rank-1 Lattices for Parameter Estimation in Machine Learning. - Michael Gnewuch; Kumar Harsha; Marcin Wnuk (CoRR, 2024)

Adaptive and non-adaptive randomized approximation of high-dimensional vectors. - Robert J. Kunsch; Marcin Wnuk (CoRR, 2024)

Randomized approximation of summable sequences - adaptive and non-adaptive. - Robert J. Kunsch; Erich Novak; Marcin Wnuk (J. Approx. Theory, 2024)

Diffusion tensor imaging metrics as natural markers of multiple sclerosis-induced brain disorders with a low Expanded Disability Status Scale score. - Artur Tadeusz Krzyzak; Julia Lasek; Zofia Schneider; Marcin Wnuk; Amira Bryll; Tadeusz Popiela; Agnieszka Slowik (NeuroImage, 2024)

Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis. - Christopher Ivan Hernandez; Natalia Afek; Magda Gawlowska; Pawel Oswiecimka; Magdalena Fafrowicz; Agnieszka Slowik; Marcin Wnuk; Monika Marona; Klaudia Nowak; Kamila Zur-Wyrozumska; Mary Jean Amon; P. A. Hancock; et al. (Frontiers Neuroinformatics, 2025)