| Discrete signal processing on meet/join lattices M Püschel, B Seifert, C Wendler IEEE Transactions on Signal Processing 69, 3571-3584, 2021 | 15 | 2021 |
| Dynamical Component Analysis (DyCA): dimensionality reduction for high-dimensional deterministic time-series B Seifert, K Korn, S Hartmann, C Uhl 2018 IEEE 28th international workshop on machine learning for signal …, 2018 | 15 | 2018 |
| Causal fourier analysis on directed acyclic graphs and posets B Seifert, C Wendler, M Püschel IEEE Transactions on Signal Processing 71, 3805-3820, 2023 | 12 | 2023 |
| Subspace detection and blind source separation of multivariate signals by dynamical component analysis (DyCA) C Uhl, M Kern, M Warmuth, B Seifert IEEE Open Journal of Signal Processing 1, 230-241, 2020 | 11 | 2020 |
| Learning Fourier-sparse functions on DAGs B Seifert, C Wendler, M Püschel ICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality, 2022 | 10 | 2022 |
| Digraph signal processing with generalized boundary conditions B Seifert, M Püschel IEEE Transactions on Signal Processing 69, 1422-1437, 2021 | 10 | 2021 |
| Learning set functions that are sparse in non-orthogonal Fourier bases C Wendler, A Amrollahi, B Seifert, A Krause, M Püschel Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10283 …, 2020 | 9 | 2020 |
| Dynamical Component Analysis (DyCA) and its application on epileptic EEG K Korn, B Seifert, C Uhl ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 8 | 2019 |
| Analytic quantification of shilnikov chaos in epileptic eeg data B Seifert, D Adamski, C Uhl Frontiers in Applied Mathematics and Statistics 4, 57, 2018 | 8 | 2018 |
| Fast Möbius and Zeta Transforms T Pegolotti, B Seifert, M Püschel arXiv preprint arXiv:2211.13706, 2022 | 5 | 2022 |
| Wiener filter on meet/join lattices B Seifert, C Wendler, M Püschel ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 5 | 2021 |
| Fast cosine transform for FCC lattices B Seifert, K Hüper, C Uhl 2018 13th APCA International Conference on Automatic Control and Soft …, 2018 | 3 | 2018 |
| The discrete cosine transform on triangles B Seifert, K Hüper ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 2 | 2019 |
| Porting Signal Processing from Undirected to Directed Graphs: Case Study Signal Denoising with Unrolling Networks V Mihal, B Seifert, M Püschel 30th European Signal Processing Conference (EUSIPCO), 2076-2080, 2022 | 1 | 2022 |
| Shilnikov Chaos in epilepsy C Uhl, B Seifert Synergetics, 211-219, 2020 | 1 | 2020 |
| Determinism testing of low-dimensional signals embedded in high-dimensional multivariate time series C Frühauf, S Hartmann, B Seifert, C Uhl Chaos and Complex Systems: Proceedings of the 5th International …, 2020 | 1 | 2020 |
| FFT and orthogonal discrete transform on weight lattices of semi-simple Lie groups B Seifert arXiv preprint arXiv:1901.06254, 2019 | 1 | 2019 |
| Multivariate Chebyshev polynomials and FFT-like algorithms B Seifert Julius-Maximilians-Universität Würzburg, 2020 | | 2020 |
| Equivariant Morita-Takeuchi Theory B Seifert arXiv preprint arXiv:1806.07992, 2018 | | 2018 |
Markus PüschelProfessor of Computer Science, ETH Zurich, SwitzerlandVerified email at inf.ethz.ch
