Preprints
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Craig Gross, Mark A. Iwen, Lutz Kämmerer, Toni Volkmer.
Sparse Fourier Transforms on Rank-1 Lattices for the Rapid and Low-Memory Approximation of Functions of Many Variables.
ArXiv e-prints, 2020, arXiv:2012.09889 [math.NA]. (arXiv, pdf). -
Kai Bergermann, Martin Stoll, Toni Volkmer.
Semi-supervised Learning for Aggregated Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products.
ArXiv e-prints, 2020, arXiv:2007.05239 [math.NA]. (arXiv, pdf). -
Lutz Kämmerer, Felix Krahmer, Toni Volkmer.
A sample efficient sparse FFT for arbitrary frequency candidate sets in high dimensions.
ArXiv e-prints, 2020, arXiv:2006.13053 [math.NA]. (arXiv, pdf). -
Craig Gross, Mark A. Iwen, Lutz Kämmerer, Toni Volkmer.
A Deterministic Algorithm for Constructing Multiple Rank-1 Lattices of Near-Optimal Size.
ArXiv e-prints, 2020, arXiv:2003.09753 [math.NA]. (arXiv, pdf). -
Lutz Kämmerer, Tino Ullrich, Toni Volkmer.
Worst case recovery guarantees for least squares approximation using random samples.
ArXiv e-prints, 2019, arXiv:1911.10111 [math.NA]. (arXiv, pdf). -
Bosu Choi, Mark Iwen, Toni Volkmer.
Sparse Harmonic Transforms II: Best s-Term Approximation Guarantees for Bounded Orthonormal Product Bases in Sublinear-Time.
ArXiv e-prints, 2019; arXiv:1909.09564 [math.NA]. (arXiv, pdf).
Papers
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Lutz Kämmerer, Daniel Potts, Toni Volkmer.
High-dimensional sparse FFT based on sampling along multiple rank-1 lattices.
Appl. Comput. Harm. Anal. 51, 225 – 257, 2021. (arXiv, preprint, DOI). -
Lutz Kämmerer, Toni Volkmer.
Approximation of multivariate periodic functions based on sampling along multiple rank-1 lattices.
Journal of Approximation Theory (2019). (pdf, DOI). -
Dominik Alfke, Daniel Potts, Martin Stoll, Toni Volkmer.
NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks.
Front. Appl. Math. Stat. 4:61, 2018. (pdf, DOI). -
Glenn Byrenheid, Lutz Kämmerer, Tino Ullrich, Toni Volkmer.
Tight error bounds for rank-1 lattice sampling in spaces of hybrid mixed smoothness.
Numer. Math. 136, 993 – 1034, 2017. (pdf, DOI). -
Daniel Potts, Toni Volkmer.
Multivariate sparse FFT based on rank-1 Chebyshev lattice sampling.
2017 International Conference on Sampling Theory and Applications (SampTA), 504 – 508, 2017. (pdf, DOI). -
Daniel Potts, Manfred Tasche, Toni Volkmer.
Efficient spectral estimation by MUSIC and ESPRIT with application to sparse FFT.
Front. Appl. Math. Stat. 2, Article 1, 2016. (pdf, DOI). -
Daniel Potts, Toni Volkmer.
Sparse high-dimensional FFT based on rank-1 lattice sampling.
Appl. Comput. Harm. Anal. 41, 713 – 748, 2016. (pdf, DOI, related software). -
Daniel Potts, Toni Volkmer.
Fast and exact reconstruction of arbitrary multivariate algebraic polynomials in Chebyshev form.
Proceedings of the 11th International Conference on Sampling Theory and Applications, 392 – 396, 2015.
(pdf, extended preprint, DOI). -
Lutz Kämmerer, Daniel Potts, Toni Volkmer.
Approximation of multivariate periodic functions by trigonometric polynomials based on sampling along rank-1 lattice with generating vector of Korobov form.
J. Complexity 31, 424 – 456, 2015. (pdf, DOI). -
Lutz Kämmerer, Daniel Potts, Toni Volkmer.
Approximation of multivariate periodic functions by trigonometric polynomials based on rank-1 lattice sampling.
J. Complexity 31, 543 – 576, 2015. (pdf, extended preprint, DOI). -
Toni Volkmer.
Taylor and rank-1 lattice based nonequispaced fast Fourier transform.
In 10th international conference on Sampling Theory and Applications (SampTA 2013), pages 576 – 579, Bremen, Germany, July 2013. (pdf, DOI). -
Jochen Strunk, Toni Volkmer, Wolfgang Rehm, Heiko Schick.
Design and Performance of a Grid of Asynchronously Clocked Run-Time Reconfigurable Modules on a FPGA.
In International Conference on Reconfigurable Computing and FPGAs (RECONFIG 2009), pages 392 – 397, Cancun, Mexico, December 2009. -
Jochen Strunk, André Heinig, Toni Volkmer, Wolfgang Rehm, Heiko Schick.
ACCFS – Virtual File System Support for Host Coupled Run-Time Reconfigurable FPGAs.
In International Conference on Parallel Computing (ParCo 2009), pages 632 – 639, Lyon, France, September 2009. -
Jochen Strunk, Toni Volkmer, Wolfgang Rehm, Heiko Schick.
An on Chip Network inside a FPGA for Run-Time Reconfigurable Low Latency Grid Communication.
In Euromicro Conference on Digital System Design (DSD 2009), Patras, Greece, August 2009. -
Jochen Strunk, Toni Volkmer, Klaus Stephan, Wolfgang Rehm, Heiko Schick.
Impact of Run-Time Reconfiguration on Design and Speed – A Case Study Based on a Grid of Run-Time Reconfigurable Modules inside a FPGA.
In IEEE International Symposium on Parallel & Distributed Processing 2009 (IPDPS 2009), Rome, Italy, May 2009. -
Jochen Strunk, André Heinig, Toni Volkmer, Wolfgang Rehm, Heiko Schick.
Run-Time Reconfiguration for HyperTransport coupled FPGAs using ACCFS.
In First International Workshop on HyperTransport Research and Applications (WHTRA), pages 54 – 63, Mannheim, Germany, February 2009.
Others
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Toni Volkmer.
Multivariate Approximation and High-Dimensional Sparse FFT Based on Rank-1 Lattice Sampling.
Dissertation (PhD thesis), Faculty of Mathematics, Technische Universität Chemnitz (Chemnitz University of Technology), 2017. (permalink, pdf).
Published at Universitätsverlag der Technischen Universität Chemnitz, ISBN 978-3-96100-020-3, 2017. -
Toni Volkmer.
OpenMP parallelization in the NFFT software library.
Technische Universität Chemnitz, Fakultät für Mathematik, Preprint 7, 2012. (pdf).