Publikationen
- Franziska Nestler, Martin Stoll, Theresa Wagner. Learning in high-dimensional feature spaces using ANOVA-based fast matrix-vector multiplication. Foundations of Data Science (FoDS), doi: 10.3934/fods.2022012, 2022. [ bib | pdf ]
Preprints
- Theresa Wagner, Franziska Nestler, Martin Stoll. Fast Evaluation of Additive Kernels: Feature Arrangement, Fourier Methods, and Kernel Derivatives. arXiv preprint, 2024. [ bib | pdf ]
- Theresa Wagner, John W. Pearson, Martin Stoll. A Preconditioned Interior Point Method for Support Vector Machines Using an ANOVA-Decomposition and NFFT-Based Matrix-Vector Products. arXiv preprint, doi: 10.48550/arXiv.2312.00538, 2023. [ bib | pdf ]
