Dynamical Component Analysis (DYCA): Dimensionality Reduction for High-Dimensional Deterministic Time-Series. - Bastian Seifert; Katharina Korn; Steffen Hartmann; Christian Uhl (MLSP, 2018)

Fast cosine transform for FCC lattices. - Bastian Seifert; Knut Hüper; Christian Uhl (CoRR, 2018)

Analytic Quantification of Shilnikov Chaos in Epileptic EEG Data. - Bastian Seifert; Dennis Adamski; Christian Uhl (Frontiers Appl. Math. Stat., 2018)

Dynamical Component Analysis (DYCA) and Its Application on Epileptic EEG. - Katharina Korn; Bastian Seifert; Christian Uhl (ICASSP, 2019)

The Discrete Cosine Transform on Triangles. - Bastian Seifert; Knut Hüper (ICASSP, 2019)

FFT and orthogonal discrete transform on weight lattices of semi-simple Lie groups. - Bastian Seifert (CoRR, 2019)

Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases. - Chris Wendler; Andisheh Amrollahi; Bastian Seifert; Andreas Krause 001; Markus Püschel (AAAI, 2021)

Wiener Filter on Meet/Join Lattices. - Bastian Seifert; Chris Wendler; Markus Püschel (ICASSP, 2021)

Facilitating Study and Item Level Browsing for Clinical and Epidemiological COVID-19 Studies. - Carsten Oliver Schmidt; Johannes Darms; Aliaksandra Shutsko; Matthias Löbe; Rajini Nagrani; Bastian Seifert; Birte Lindstädt; Martin Golebiewski; Sofiya Koleva; Theresa Bender; Christian Robert Bauer; Ulrich Sax; et al. (MIE, 2021)

Discrete Signal Processing on Meet/Join Lattices. - Markus Püschel; Bastian Seifert; Chris Wendler (IEEE Trans. Signal Process., 2021)

Digraph Signal Processing With Generalized Boundary Conditions. - Bastian Seifert; Markus Püschel (IEEE Trans. Signal Process., 2021)

Porting Signal Processing from Undirected to Directed Graphs: Case Study Signal Denoising with Unrolling Networks. - Vedran Mihal; Bastian Seifert; Markus Püschel (EUSIPCO, 2022)

Fast Möbius and Zeta Transforms. - Tommaso Pegolotti; Bastian Seifert; Markus Püschel (CoRR, 2022)

Causal Fourier Analysis on Directed Acyclic Graphs and Posets. - Bastian Seifert; Chris Wendler; Markus Püschel (IEEE Trans. Signal Process., 2023)