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09/11/2023
Energy Preservation and Stability of Random Filterbanks
What makes waveform-based deep learning so hard? Despite numerous attemp...
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07/25/2023
Fitting Auditory Filterbanks with Multiresolution Neural Networks
Waveform-based deep learning faces a dilemma between nonparametric and p...
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07/18/2023
Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction
The paper uses a frame-theoretic setting to study the injectivity of a R...
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06/19/2023
t-design curves and mobile sampling on the sphere
In analogy to classical spherical t-design points, we introduce the conc...
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11/07/2022
visClust: A visual clustering algorithm based on orthogonal projections
We present a novel clustering algorithm, visClust, that is based on lowe...
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08/01/2022
Gauss Quadrature for Freud Weights, Modulation Spaces, and Marcinkiewicz-Zygmund Inequalities
We study Gauss quadrature for Freud weights and derive worst case error ...
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09/26/2019
Spectral decomposition of discrepancy kernels on the Euclidean ball, the special orthogonal group, and the Grassmannian manifold
To numerically approximate Borel probability measures by finite atomic m...
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02/17/2014