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2020 – today
- 2024
[j19]Anna Breger
, Clemens Karner, Martin Ehler:
visClust: A visual clustering algorithm based on orthogonal projections. Pattern Recognit. 148: 110136 (2024)- [j18]Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balázs:
Instabilities in Convnets for Raw Audio. IEEE Signal Process. Lett. 31: 1084-1088 (2024) - [c13]Hannah Eckert, Daniel Haider, Martin Ehler, Peter Balazs:
Invertibility of ReLU-Layers: A Practical Approach. IJCCI 2024: 423-429 - [i19]Martin Ehler, Karlheinz Gröchenig, Andreas Klotz:
Quantitative estimates: How well does the discrete Fourier transform approximate the Fourier transform on R. CoRR abs/2403.03810 (2024) - [i18]Daniel Haider, Martin Ehler, Péter Balázs:
Injectivity of ReLU-layers: Perspectives from Frame Theory. CoRR abs/2406.15856 (2024) - [i17]Daniel Haider, Felix Perfler, Vincent Lostanlen, Martin Ehler, Péter Balázs:
Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement. CoRR abs/2408.17358 (2024) - 2023
- [c12]Daniel Haider, Martin Ehler, Péter Balázs:
Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction. ICML 2023: 12339-12350 - [c11]Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler:
Fitting Auditory Filterbanks with Multiresolution Neural Networks. WASPAA 2023: 1-5 - [i16]Martin Ehler, Karlheinz Gröchenig:
t-design curves and mobile sampling on the sphere. CoRR abs/2306.13152 (2023) - [i15]Daniel Haider, Martin Ehler, Péter Balázs:
Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction. CoRR abs/2307.09672 (2023) - [i14]Vincent Lostanlen, Daniel Haider, Han Han, Mathieu Lagrange, Péter Balázs, Martin Ehler:
Fitting Auditory Filterbanks with Multiresolution Neural Networks. CoRR abs/2307.13821 (2023) - [i13]Daniel Haider, Vincent Lostanlen, Martin Ehler, Péter Balázs:
Energy Preservation and Stability of Random Filterbanks. CoRR abs/2309.05855 (2023) - 2022
- [c10]Anna Breger, Felix Goldbach, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler:
Blood vessel segmentation in en-face OCTA images: a frequency based method. Computer-Aided Diagnosis 2022 - [i12]Martin Ehler, Karlheinz Gröchenig:
Gauss Quadrature for Freud Weights, Modulation Spaces, and Marcinkiewicz-Zygmund Inequalities. CoRR abs/2208.01122 (2022) - [i11]Anna Breger, Clemens Karner, Martin Ehler:
visClust: A visual clustering algorithm based on orthogonal projections. CoRR abs/2211.03894 (2022) - 2021
- [j17]Martin Ehler, Manuel Gräf, Sebastian Neumayer, Gabriele Steidl:
Curve Based Approximation of Measures on Manifolds by Discrepancy Minimization. Found. Comput. Math. 21(6): 1595-1642 (2021) - [j16]Martin Ehler, Ujué Etayo, Bianca Gariboldi, Giacomo Gigante, Thomas Peter:
Asymptotically optimal cubature formulas on manifolds for prefixed weights. J. Approx. Theory 271: 105632 (2021) - [i10]Anna Breger, Felix Goldbach, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler:
Blood vessel segmentation in en-face OCTA images: a frequency based method. CoRR abs/2109.06116 (2021) - 2020
- [j15]Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler:
On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems. J. Math. Imaging Vis. 62(3): 376-394 (2020) - [j14]Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler:
Correction to: On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems. J. Math. Imaging Vis. 62(3): 395 (2020)
2010 – 2019
- 2019
- [j13]Martin Ehler, Manuel Gräf, Chris J. Oates:
Optimal Monte Carlo integration on closed manifolds. Stat. Comput. 29(6): 1203-1214 (2019) - [c9]José Ignacio Orlando, Anna Breger, Hrvoje Bogunovic, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, Ursula Schmidt-Erfurth:
An Amplified-Target Loss Approach for Photoreceptor Layer Segmentation in Pathological OCT Scans. OMIA@MICCAI 2019: 26-34 - [i9]Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler:
On orthogonal projections for dimension reduction and applications in variational loss functions for learning problems. CoRR abs/1901.07598 (2019) - [i8]José Ignacio Orlando, Anna Breger, Hrvoje Bogunovic, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, Ursula Schmidt-Erfurth:
An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans. CoRR abs/1908.00764 (2019) - [i7]Josef Dick, Martin Ehler, Manuel Gräf, Christian Krattenthaler:
Spectral decomposition of discrepancy kernels on the Euclidean ball, the special orthogonal group, and the Grassmannian manifold. CoRR abs/1909.12334 (2019) - [i6]Anna Breger, Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, W. Scott Hoge, Martin Ehler, Carl-Fredrik Westin:
On the reconstruction accuracy of multi-coil MRI with orthogonal projections. CoRR abs/1910.13422 (2019) - 2018
- [j12]Martin Ehler, Frank Filbir:
Metric entropy, -widths, and sampling of functions on manifolds. J. Approx. Theory 225: 41-57 (2018) - [j11]Anna Breger, Martin Ehler, Manuel Gräf:
Points on manifolds with asymptotically optimal covering radius. J. Complex. 48: 1-14 (2018) - 2017
- [j10]François Bachoc, Martin Ehler, Manuel Gräf:
Optimal configurations of lines and a statistical application. Adv. Comput. Math. 43(1): 113-126 (2017) - [c8]Martin Ehler, Manuel Gräf:
Numerically Optimizing Weights for Monte Carlo Integration on Smooth Compact Manifolds. SYNASC 2017: 393-396 - 2015
- [j9]Martin Ehler:
Preconditioning Filter Bank Decomposition Using Structured Normalized Tight Frames. J. Appl. Math. 2015: 861563:1-861563:12 (2015) - [j8]Christine Bachoc, Martin Ehler:
Signal Reconstruction From the Magnitude of Subspace Components. IEEE Trans. Inf. Theory 61(7): 4015-4027 (2015) - 2014
- [j7]Martin Ehler, Massimo Fornasier, Juliane Sigl:
Quasi-linear Compressed Sensing. Multiscale Model. Simul. 12(2): 725-754 (2014) - [c7]Franz J. Király, Martin Ehler:
Algebraic Reconstruction Bounds and Explicit Inversion for Phase Retrieval at the Identifiability Threshold. AISTATS 2014: 503-511 - [i5]Franz J. Király, Martin Ehler:
The Algebraic Approach to Phase Retrieval and Explicit Inversion at the Identifiability Threshold. CoRR abs/1402.4053 (2014) - 2013
- [j6]Wojciech Czaja, Martin Ehler:
Schroedinger Eigenmaps for the Analysis of Biomedical Data. IEEE Trans. Pattern Anal. Mach. Intell. 35(5): 1274-1280 (2013) - [i4]Martin Ehler, Massimo Fornasier, Juliane Sigl:
Quasi-Linear Compressed Sensing. CoRR abs/1311.1642 (2013) - 2012
- [j5]Martin Ehler, Frank Filbir, Hrushikesh Narhar Mhaskar:
Locally Learning Biomedical Data Using Diffusion Frames. J. Comput. Biol. 19(11): 1251-1264 (2012) - [c6]Martin Ehler, Matthew J. Hirn:
Sparse endmember extraction and demixing. IGARSS 2012: 1385-1388 - [i3]Christine Bachoc, Martin Ehler:
Tight p-fusion frames. CoRR abs/1201.1798 (2012) - 2011
- [j4]Barry Zeeberg, Hongfang Liu, Ari B. Kahn, Martin Ehler, Vinodh N. Rajapakse, Robert F. Bonner, Jacob D. Brown, Brian P. Brooks, Vladimir L. Larionov, William C. Reinhold, John N. Weinstein, Yves Pommier:
RedundancyMiner: De-replication of redundant GO categories in microarray and proteomics analysis. BMC Bioinform. 12: 52 (2011) - [c5]Martin Ehler, Jana M. Kainerstorfer, Denise Cunningham, M. Bono, Brian P. Brooks, Robert F. Bonner:
Extended correction model for retinal optical imaging. ICCABS 2011: 93-98 - [c4]Martin Ehler, Julia A. Dobrosotskaya, Emily J. King, Wojciech Czaja, Robert F. Bonner:
Modeling photo-bleaching kinetics to map local variations in rod rhodopsin density. Computer-Aided Diagnosis 2011: 79633R - [c3]Julia A. Dobrosotskaya, Martin Ehler, Emily J. King, Robert F. Bonner, Wojciech Czaja:
Modeling of the rhodopsin bleaching with variational analysis of retinal images. Image Processing 2011: 79624N - [i2]Wojciech Czaja, Martin Ehler:
Schroedinger Eigenmaps for the Analysis of Bio-Medical Data. CoRR abs/1102.4086 (2011) - 2010
- [j3]Martin Ehler, Karsten Koch:
The Construction of Multiwavelet Bi-Frames and Applications to Variational Image Denoising. Int. J. Wavelets Multiresolution Inf. Process. 8(3): 431-455 (2010) - [c2]Martin Ehler, Brian P. Brooks, Robert F. Bonner:
Directional Equilibrium of Gene Regulatory Networks in Developmental Biology. BIOCOMP 2010: 750-754 - [c1]Martin Ehler, Vinodh N. Rajapakse, Barry Zeeberg, Brian P. Brooks, Jacob D. Brown, Wojciech Czaja, Robert F. Bonner:
Analysis of Temporal-spatial Co-variation within Gene Expression Microarray Data in an Organogenesis Model. ISBRA 2010: 38-49
2000 – 2009
- 2009
- [j2]Martin Ehler:
Nonlinear approximation schemes associated with nonseparable wavelet bi-frames. J. Approx. Theory 161(1): 292-313 (2009) - 2008
- [j1]Martin Ehler:
Compactly Supported Multivariate, Pairs of Dual Wavelet Frames Obtained by Convolution. Int. J. Wavelets Multiresolution Inf. Process. 6(2): 183-208 (2008) - [i1]Martin Ehler, Simone Geisel:
Arbitrary Shrinkage Rules for Approximation Schemes with Sparsity Constraints. Structured Decompositions and Efficient Algorithms 2008
Coauthor Index
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