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Nr. Titel Autor Jahr
1 An approach to discrete operator learning based on sparse high-dimensional approximation Potts, Daniel et al. 2025
2 ANOVA-boosting for random Fourier features Potts, Daniel et al. 2025
3 Efficient High-Dimensional Approximation: ANOVA Decomposition Meets Wavelets and Random Fourier Features Weidensager, Laura 2025
4 Fast and interpretable support vector classification based on the truncated ANOVA decomposition Akhalaya, Kseniya* et al. 2025
5 Nonequispaced fast Fourier transforms for bandlimited functions Kircheis, Melanie* et al. 2025
6 Some remarks on regularized Shannon sampling formulas Potts, Daniel et al. 2025
7 An approach to discrete operator learning based on sparse high-dimensional approximation Potts, Daniel* et al. 2024
8 ANOVA approximation with mixed tensor product basis on scattered points Potts, Daniel'* et al. 2024
9 ANOVA-boosting for Random Fourier Features Potts, Daniel* et al. 2024
10 Estimating vertical ground reaction forces from plantar pressure using interpretable high-dimensional approximation Weidensager, Laura* et al. 2024
11 Fast and interpretable Support Vector Classification based on the truncated ANOVA decomposition Potts, Daniel* et al. 2024
12 Fast fourier methods for trigonometric polynomials and bandlimited functions Kircheis, Melanie 2024
13 Least Squares in Sampling Complexity and Statistical Learning Bartel, Felix 2024
14 On numerical realizations of Shannon's sampling theorem Potts, Daniel et al. 2024
15 Operator learning based on sparse high-dimensional approximation Potts, Daniel* et al. 2024
16 Optimal parameter choice for regularized Shannon sampling formulas Potts, Daniel et al. 2024
17 Some remarks on regularized Shannon sampling formulas Kircheis, Melanie* et al. 2024
18 Variable Transformations in combination with Wavelets and ANOVA for high-dimensional approximation Potts, Daniel et al. 2024
19 Wenn Studierende die Vorlesung halten – ein kollaboratives Lehrformat Taubert, Fabian et al. 2024
20 A Note on Transformed Fourier Systems for the Approximation of Non-periodic Signals Potts, Daniel et al. 2023
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