Publications

Preprints

F. Bartel and P. Schröter. Learning and Leveraging Anisotropy Parameters in ANOVA Approximation. arXiv:2511.00251, 2025.
F. Bartel, A. D. Gilbert, F. Y. Kuo, and I. H. Sloan. Minimal Subsampled Rank-1 Lattices for Multivariate Approximation with Optimal Convergence Rate. arXiv:2506.07729, 2025.
F. Bartel, L. Kämmerer, K. Pozharska, M. Schäfer, and T. Ullrich. Exact discretization, tight frames and recovery via D-optimal designs. arXiv:2412.02489, 2024.
F. Bartel and D. Dũng. Sampling recovery in Bochner spaces and applications to parametric PDEs. arXiv:2409.05050, 2024.

Journal papers

F. Bartel. Error Guarantees for Least Squares Approximation with Noisy Samples in Domain Adaptation. SMAI J. Comput. Math., 9:95-120, 2023.
F. Bartel, L. Kämmerer, D. Potts, and T. Ullrich. On the reconstruction of functions from values at subsampled quadrature points. Math. Comp. 93:785-809, 2023.
F. Bartel, M. Schäfer, and T. Ullrich. Constructive subsampling of finite frames with applications in optimal function recovery. Appl. Comput. Harmon. Anal., 65:209-248, 2023.
F. Bartel and R. Hielscher. Concentration inequalities for cross-validation in scattered data approximation. J. Approx. Theory, 227:Paper No. 105715, 17, 2022.
F. Bartel, D. Potts, and M. Schmischke. Grouped Transformations in High-Dimensional Explainable ANOVA Approximation. SIAM J. Sci. Comput., 44(3):A1606-A1631, 2022.
F. Bartel, R. Hielscher, and D. Potts. Fast Cross-validation in Harmonic Approximation. Appl. Comput. Harmon. Anal., 49(2):4 15-437, 2020
F. Bartel, T. B. Britton, and R. Hielscher. Gazing at crystal balls: Electron backscatter diffraction pattern analysis and cross correlation on the sphere. Ultramicroscopy, 207:112836, 2019

Proceedings

F. Bartel and F. Taubert. Nonlinear Approximation with subsampled Rank-1 Lattices. IEEE, Fourteenth International Conference on Sampling Theory and Applications, 2023.
F. Bartel, K. Lüttgen, N. Nagel, and T. Ullrich. Efficient recovery of non-periodic multivariate functions from few scattered samples. IEEE, Fourteenth International Conference on Sampling Theory and Applications, 2023.

Thesis

Least Squares in Sampling Complexity and Statistical Learning. Universitätsverlag Chemnitz, 2024. PhD thesis.
Fast Cross-validation in Harmonic Approximation. TU Chemnitz, 2019. Master's thesis.
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