Martin Ehler

Clemens Karner

Pattern Recognit., April, 2024

Instabilities in Convnets for Raw Audio.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2024

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement.

[BibT_eX]

[DOI]

CoRR, 2024

Injectivity of ReLU-layers: Perspectives from Frame Theory.

[BibT_eX]

[DOI]

Daniel Haider

Péter Balázs

CoRR, 2024

Quantitative estimates: How well does the discrete Fourier transform approximate the Fourier transform on R.

[BibT_eX]

[DOI]

Karlheinz Gröchenig

Andreas Klotz

CoRR, 2024

2023

Energy Preservation and Stability of Random Filterbanks.

[BibT_eX]

[DOI]

CoRR, 2023

t-design curves and mobile sampling on the sphere.

[BibT_eX]

[DOI]

Karlheinz Gröchenig

CoRR, 2023

Fitting Auditory Filterbanks with Multiresolution Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction.

[BibT_eX]

[DOI]

Daniel Haider

Péter Balázs

Proceedings of the International Conference on Machine Learning, 2023

2022

Gauss Quadrature for Freud Weights, Modulation Spaces, and Marcinkiewicz-Zygmund Inequalities.

[BibT_eX]

[DOI]

Karlheinz Gröchenig

CoRR, 2022

Blood vessel segmentation in en-face OCTA images: a frequency based method.

[BibT_eX]

[DOI]

Felix Goldbach

Bianca S. Gerendas

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

Asymptotically optimal cubature formulas on manifolds for prefixed weights.

[BibT_eX]

[DOI]

J. Approx. Theory, 2021

Curve Based Approximation of Measures on Manifolds by Discrepancy Minimization.

[BibT_eX]

[DOI]

Found. Comput. Math., 2021

2020

Correction to: On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2020

On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2020

2019

Optimal Monte Carlo integration on closed manifolds.

[BibT_eX]

[DOI]

Chris J. Oates

Stat. Comput., 2019

On the reconstruction accuracy of multi-coil MRI with orthogonal projections.

[BibT_eX]

[DOI]

Gonzalo Vegas-Sánchez-Ferrero

Gabriel Ramos-Llordén

W. Scott Hoge

Carl-Fredrik Westin

CoRR, 2019

Spectral decomposition of discrepancy kernels on the Euclidean ball, the special orthogonal group, and the Grassmannian manifold.

[BibT_eX]

[DOI]

Josef Dick

Christian Krattenthaler

CoRR, 2019

On orthogonal projections for dimension reduction and applications in variational loss functions for learning problems.

[BibT_eX]

[DOI]

CoRR, 2019

An Amplified-Target Loss Approach for Photoreceptor Layer Segmentation in Pathological OCT Scans.

[BibT_eX]

[DOI]

Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

2018

Points on manifolds with asymptotically optimal covering radius.

[BibT_eX]

[DOI]

J. Complex., 2018

Metric entropy, -widths, and sampling of functions on manifolds.

[BibT_eX]

[DOI]

Frank Filbir

J. Approx. Theory, 2018

2017

Optimal configurations of lines and a statistical application.

[BibT_eX]

[DOI]

François Bachoc

Adv. Comput. Math., 2017

Numerically Optimizing Weights for Monte Carlo Integration on Smooth Compact Manifolds.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017

2015

Signal Reconstruction From the Magnitude of Subspace Components.

[BibT_eX]

[DOI]

Christine Bachoc

IEEE Trans. Inf. Theory, 2015

Preconditioning Filter Bank Decomposition Using Structured Normalized Tight Frames.

[BibT_eX]

[DOI]

J. Appl. Math., 2015

2014

Quasi-linear Compressed Sensing.

[BibT_eX]

[DOI]

Massimo Fornasier

Juliane Sigl

Multiscale Model. Simul., 2014

The Algebraic Approach to Phase Retrieval and Explicit Inversion at the Identifiability Threshold.

[BibT_eX]

[DOI]

Franz J. Király

CoRR, 2014

Algebraic Reconstruction Bounds and Explicit Inversion for Phase Retrieval at the Identifiability Threshold.

[BibT_eX]

[DOI]

Franz J. Király

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Schroedinger Eigenmaps for the Analysis of Biomedical Data.

[BibT_eX]

[DOI]

Wojciech Czaja

IEEE Trans. Pattern Anal. Mach. Intell., 2013

2012

Locally Learning Biomedical Data Using Diffusion Frames.

[BibT_eX]

[DOI]

Hrushikesh Narhar Mhaskar

Frank Filbir

J. Comput. Biol., 2012

Tight p-fusion frames

[BibT_eX]

[DOI]

Christine Bachoc

CoRR, 2012

Sparse endmember extraction and demixing.

[BibT_eX]

[DOI]

Matthew J. Hirn

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Schroedinger Eigenmaps for the Analysis of Bio-Medical Data

[BibT_eX]

[DOI]

Wojciech Czaja

CoRR, 2011

RedundancyMiner: De-replication of redundant GO categories in microarray and proteomics analysis.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

Modeling of the rhodopsin bleaching with variational analysis of retinal images.

[BibT_eX]

[DOI]

Julia A. Dobrosotskaya

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Modeling photo-bleaching kinetics to map local variations in rod rhodopsin density.

[BibT_eX]

[DOI]

Julia A. Dobrosotskaya

Emily J. King

Wojciech Czaja

Robert F. Bonner

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Extended correction model for retinal optical imaging.

[BibT_eX]

[DOI]

Jana M. Kainerstorfer

Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

2010

The Construction of Multiwavelet Bi-Frames and Applications to Variational Image Denoising.

[BibT_eX]

[DOI]

Karsten Koch

Int. J. Wavelets Multiresolution Inf. Process., 2010

Analysis of Temporal-spatial Co-variation within Gene Expression Microarray Data in an Organogenesis Model.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics Research and Applications, 6th International Symposium, 2010

Directional Equilibrium of Gene Regulatory Networks in Developmental Biology.

[BibT_eX]

Brian P. Brooks

Robert F. Bonner

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009

Nonlinear approximation schemes associated with nonseparable wavelet bi-frames.

[BibT_eX]

[DOI]

J. Approx. Theory, 2009

2008

Compactly Supported Multivariate, Pairs of Dual Wavelet Frames Obtained by Convolution.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2008

Arbitrary Shrinkage Rules for Approximation Schemes with Sparsity Constraints.

[BibT_eX]

[DOI]