Fakultät/Fachbereich: | Mathematisch-Geographische Fakultät > Mathematik > Mathematisches Institut für Maschinelles Lernen und Data Science (MIDS) |
---|---|
Wiss. Mitarbeiter/in: | Jahn, Thomas |
Wiss. Mitarbeiter/in: | Matt, Dr. Hannes |
Wiss. Mitarbeiter/in: | Schulz, Dr. Raphael |
Mitarbeiter/in: | Janjić, Prof. Dr. Tijana |
Mitarbeiter/in: | Oliver, Prof. Dr. Marcel |
Mitarbeiter/in: | Pfander, Prof. Dr. Götz E. |
Mitarbeiter/in: | Ray, Prof. Dr. Nadja |
Mitarbeiter/in: | Setzer, Prof. Dr. Thomas |
Mitarbeiter/in: | Stöger, Jun.-Prof. Dr. Dominik |
Mitarbeiter/in: | Voigtlaender, Prof. Dr. Felix |
Adresse: | Postadresse:
Katholische Universität Eichstätt-Ingolstadt Auf der Schanz 49 85049 Ingolstadt Besucheradresse: Hohe-Schul-Straße 5 85049 Ingolstadt |
Kontakt-E-Mail: | caroline.seibert@ku.de |
Caragea, Andrei ; Lee, Dae Gwan ; Maly, Johannes ; Pfander, Götz E.:
Quantitative approximation results for complex-valued neural networks.
Eichstätt : arXiv, 2021. - 19 S.
arxiv:2102.13092
Quantitative approximation results for complex-valued neural networks.
Eichstätt : arXiv, 2021. - 19 S.
arxiv:2102.13092
Blanc, Sebastian M. ; Setzer, Thomas:
Bias–Variance Trade-Off and Shrinkage of Weights in Forecast Combination.
In: Management science. 66 (2020) 12. - S. 5720-5737.
ISSN 0025-1909 ; 1526-5501
10.1287/mnsc.2019.3476
(Peer-Review-Journal)
Bias–Variance Trade-Off and Shrinkage of Weights in Forecast Combination.
In: Management science. 66 (2020) 12. - S. 5720-5737.
ISSN 0025-1909 ; 1526-5501
10.1287/mnsc.2019.3476
(Peer-Review-Journal)
Petersen, Philipp ; Voigtlaender, Felix:
Optimal approximation of piecewise smooth functions using deep ReLU neural networks.
In: Neural networks. 108 (Dezember 2018). - S. 296-330.
ISSN 1879-2782 ; 0893-6080
10.1016/j.neunet.2018.08.019
(Peer-Review-Journal)
Optimal approximation of piecewise smooth functions using deep ReLU neural networks.
In: Neural networks. 108 (Dezember 2018). - S. 296-330.
ISSN 1879-2782 ; 0893-6080
10.1016/j.neunet.2018.08.019
(Peer-Review-Journal)
Janjić, Tijana ; Ruckstuhl, Yvonne ; Toint, Philippe L.:
A data assimilation algorithm for predicting rain.
In: Quarterly journal of the Royal Meteorological Society. 147 (2021) 736. - S. 1949-1963.
ISSN 1477-870x ; 0035-9009
10.1002/qj.4004
(Peer-Review-Journal)
A data assimilation algorithm for predicting rain.
In: Quarterly journal of the Royal Meteorological Society. 147 (2021) 736. - S. 1949-1963.
ISSN 1477-870x ; 0035-9009
10.1002/qj.4004
(Peer-Review-Journal)
Krahmer, Felix ; Stöger, Dominik:
On the convex geometry of blind deconvolution and matrix completion.
In: Communications on pure and applied mathematics. 74 (2020) 4. - S. 790-832.
ISSN 0010-3640 ; 1097-0312
10.1002/cpa.21957
(Peer-Review-Journal)
On the convex geometry of blind deconvolution and matrix completion.
In: Communications on pure and applied mathematics. 74 (2020) 4. - S. 790-832.
ISSN 0010-3640 ; 1097-0312
10.1002/cpa.21957
(Peer-Review-Journal)
Lee, Dae Gwan ; Pfander, Götz E. ; Pohl, Volker ; Zhou, Weiqi:
Identification of channels with single and multiple inputs and outputs under linear constraints.
In: Linear algebra and its applications. 581 (2019). - S. 435-470.
ISSN 0024-3795
10.1016/j.laa.2019.07.025
(Peer-Review-Journal)
Identification of channels with single and multiple inputs and outputs under linear constraints.
In: Linear algebra and its applications. 581 (2019). - S. 435-470.
ISSN 0024-3795
10.1016/j.laa.2019.07.025
(Peer-Review-Journal)
Haubner, Nicolas ; Setzer, Thomas:
Hybrid Recommender Systems for Next Purchase Prediction Based on Optimal Combination Weights.
2021
Veranstaltung: 16th International Conference on Wirtschaftsinformatik, 09.03. - 11.03.2021, Essen, Deutschland.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Paper)
Hybrid Recommender Systems for Next Purchase Prediction Based on Optimal Combination Weights.
2021
Veranstaltung: 16th International Conference on Wirtschaftsinformatik, 09.03. - 11.03.2021, Essen, Deutschland.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Paper)
Romero, José Luis ; Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
On dual molecules and convolution-dominated operators.
In: Journal of functional analysis. 280 (2021) 10: 108963.
ISSN 0022-1236 ; 1096-0783
10.1016/j.jfa.2021.108963
(Peer-Review-Journal)
On dual molecules and convolution-dominated operators.
In: Journal of functional analysis. 280 (2021) 10: 108963.
ISSN 0022-1236 ; 1096-0783
10.1016/j.jfa.2021.108963
(Peer-Review-Journal)
Feng, Yuxuan ; Janjić, Tijana ; Zeng, Yuefei ; Seifert, Axel ; Min, Jinzhong:
Representing Microphysical Uncertainty in Convective-scale Data Assimilation using Additive Noise.
In: Journal of advances in modeling earth systems. 13 (2021) 10: e2021MS002606. - 21 S.
ISSN 1942-2466
10.1029/2021MS002606
(Peer-Review-Journal)
Representing Microphysical Uncertainty in Convective-scale Data Assimilation using Additive Noise.
In: Journal of advances in modeling earth systems. 13 (2021) 10: e2021MS002606. - 21 S.
ISSN 1942-2466
10.1029/2021MS002606
(Peer-Review-Journal)
Jung, Peter ; Krahmer, Felix ; Stöger, Dominik:
Blind demixing and deconvolution at near-optimal rate.
In: IEEE transactions on information theory. 64 (2018) 2. - S. 704-727.
ISSN 0018-9448 ; 1557-9654
10.1109/TIT.2017.2784481
(Peer-Review-Journal)
Blind demixing and deconvolution at near-optimal rate.
In: IEEE transactions on information theory. 64 (2018) 2. - S. 704-727.
ISSN 0018-9448 ; 1557-9654
10.1109/TIT.2017.2784481
(Peer-Review-Journal)
Caragea, Andrei ; Lee, Dae Gwan ; Pfander, Götz E. ; Philipp, Friedrich:
A Balian-Low theorem for subspaces.
In: The journal of Fourier analysis and applications. 25 (2019) 4. - S. 1673-1694.
ISSN 1069-5869 ; 1531-5851
10.1007/s00041-018-9634-2
(Peer-Review-Journal)
A Balian-Low theorem for subspaces.
In: The journal of Fourier analysis and applications. 25 (2019) 4. - S. 1673-1694.
ISSN 1069-5869 ; 1531-5851
10.1007/s00041-018-9634-2
(Peer-Review-Journal)
Haubner, Nicolas ; Setzer, Thomas:
Applying Optimal Weight Combination in Hybrid Recommender Systems.
In: 53rd Hawaii International Conference on System Sciences, HICSS 2020, Maui, Hawaii, USA, January 7-10, 2020. - Hawaii, USA, 2020. - S. 1552-1561
ISBN 978-0-9981331-3-3
10.24251/HICSS.2020.191
Applying Optimal Weight Combination in Hybrid Recommender Systems.
In: 53rd Hawaii International Conference on System Sciences, HICSS 2020, Maui, Hawaii, USA, January 7-10, 2020. - Hawaii, USA, 2020. - S. 1552-1561
ISBN 978-0-9981331-3-3
10.24251/HICSS.2020.191
Petersen, Philipp ; Raslan, Mones ; Voigtlaender, Felix:
Topological properties of the set of functions generated by neural networks of fixed size.
In: Foundations of computational mathematics. 21 (2021). - S. 375-444.
ISSN 1615-3375 ; 1615-3383
10.1007/s10208-020-09461-0
(Peer-Review-Journal)
Topological properties of the set of functions generated by neural networks of fixed size.
In: Foundations of computational mathematics. 21 (2021). - S. 375-444.
ISSN 1615-3375 ; 1615-3383
10.1007/s10208-020-09461-0
(Peer-Review-Journal)
Gustafsson, Nils ; Janjić, Tijana ; Schraff, Christoph ; Leuenberger, Daniel ; Weissmann, Martin ; Reich, Hendrik ; Brousseau, Pierre ; Montmerle, Thibaut ; Wattrelot, Eric ; Bučánek, Antonín ; Mile, Máté ; Hamdi, Rafiq ; Lindskog, Magnus ; Barkmeijer, Jan ; Dahlbom, Mats ; Macpherson, Bruce ; Ballard, Sue ; Inverarity, Gordon ; Carley, Jacob ; Curtis, Alexander ; Dowell, David ; Liu, Shun ; Ikuta, Yasutaka ; Fujita, Tadashi:
Survey of data assimilation methods for convective-scale numerical weather prediction at operational centres.
In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 713. - S. 1218-1256.
ISSN 1477-870x ; 0035-9009
10.1002/qj.3179
(Peer-Review-Journal)
Survey of data assimilation methods for convective-scale numerical weather prediction at operational centres.
In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 713. - S. 1218-1256.
ISSN 1477-870x ; 0035-9009
10.1002/qj.3179
(Peer-Review-Journal)
Stöger, Dominik ; Soltanolkotabi, Mahdi:
Small random initialization is akin to spectral learning : Optimization and generalization guarantees for overparameterized low-rank matrix reconstruction.
In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). - 2021
(Begutachteter Beitrag / peer-reviewed paper)
Small random initialization is akin to spectral learning : Optimization and generalization guarantees for overparameterized low-rank matrix reconstruction.
In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). - 2021
(Begutachteter Beitrag / peer-reviewed paper)
Pfander, Götz E. ; Salanevich, Palina:
Robust Phase Retrieval Algorithm for Time-Frequency Structured Measurements.
In: SIAM journal on imaging sciences. 12 (2019) 2. - S. 736-761.
ISSN 1936-4954
10.1137/18M1205522
(Peer-Review-Journal)
Robust Phase Retrieval Algorithm for Time-Frequency Structured Measurements.
In: SIAM journal on imaging sciences. 12 (2019) 2. - S. 736-761.
ISSN 1936-4954
10.1137/18M1205522
(Peer-Review-Journal)
Schoch, Jennifer ; Gaerttner, Johannes ; Schuller, Alexander ; Setzer, Thomas:
Enhancing electric vehicle sustainability through battery life optimal charging.
In: Transportation research. Part B, Methodological. 112 (2018). - S. 1-18.
ISSN 0191-2615
10.1016/j.trb.2018.03.016
(Peer-Review-Journal)
Enhancing electric vehicle sustainability through battery life optimal charging.
In: Transportation research. Part B, Methodological. 112 (2018). - S. 1-18.
ISSN 0191-2615
10.1016/j.trb.2018.03.016
(Peer-Review-Journal)
Gribonval, Rémi ; Kutyniok, Gitta ; Nielsen, Morten ; Voigtlaender, Felix:
Approximation Spaces of Deep Neural Networks.
In: Constructive approximation. 55 (2022). - S. 259-367.
ISSN 0176-4276 ; 1432-0940
10.1007/s00365-021-09543-4
(Peer-Review-Journal)
Approximation Spaces of Deep Neural Networks.
In: Constructive approximation. 55 (2022). - S. 259-367.
ISSN 0176-4276 ; 1432-0940
10.1007/s00365-021-09543-4
(Peer-Review-Journal)
Janjić, Tijana ; Bormann, N. ; Bocquet, Marc ; Carton, J. A. ; Cohn, Stephen E. ; Dance, Sarah L. ; Losa, Svetlana N. ; Nichols, Nancy K. ; Potthast, Roland ; Waller, Joanne A. ; Weston, P.:
On the representation error in data assimilation.
In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 713. - S. 1257-1278.
ISSN 1477-870x ; 0035-9009
10.1002/qj.3130
(Peer-Review-Journal)
On the representation error in data assimilation.
In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 713. - S. 1257-1278.
ISSN 1477-870x ; 0035-9009
10.1002/qj.3130
(Peer-Review-Journal)
Kümmerle, Christian ; Mayrink Verdun, Claudio ; Stöger, Dominik:
Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate.
In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). - 2021
(Begutachteter Beitrag / peer-reviewed paper)
Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate.
In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). - 2021
(Begutachteter Beitrag / peer-reviewed paper)
Walk, Philipp ; Jung, Peter ; Pfander, Götz E.:
On the stability of sparse convolutions.
In: Applied and computational harmonic analysis. 42 (Januar 2017) 1. - S. 117-134.
ISSN 1063-5203 ; 1096-603x
10.1016/j.acha.2015.08.002
(Peer-Review-Journal)
On the stability of sparse convolutions.
In: Applied and computational harmonic analysis. 42 (Januar 2017) 1. - S. 117-134.
ISSN 1063-5203 ; 1096-603x
10.1016/j.acha.2015.08.002
(Peer-Review-Journal)
Shapoval, Katerina ; Setzer, Thomas:
Next-Purchase Prediction Using Projections of Discounted Purchasing Sequences.
In: Business & information systems engineering. 60 (2017) 2. - S. 151-166.
ISSN 2363-7005 ; 1867-0202
10.1007/s12599-017-0485-1
(Peer-Review-Journal)
Next-Purchase Prediction Using Projections of Discounted Purchasing Sequences.
In: Business & information systems engineering. 60 (2017) 2. - S. 151-166.
ISSN 2363-7005 ; 1867-0202
10.1007/s12599-017-0485-1
(Peer-Review-Journal)
Bytchenkoff, Dimitri ; Voigtlaender, Felix:
Design and properties of wave packet smoothness spaces.
In: Journal de mathématiques pures et appliquées. 133 (2020). - S. 185-262.
ISSN 0021-7824
10.1016/j.matpur.2019.05.006
(Peer-Review-Journal)
Design and properties of wave packet smoothness spaces.
In: Journal de mathématiques pures et appliquées. 133 (2020). - S. 185-262.
ISSN 0021-7824
10.1016/j.matpur.2019.05.006
(Peer-Review-Journal)
Zeng, Yuefei ; Janjić, Tijana ; Ruckstuhl, Yvonne ; Verlaan, Martin:
Ensemble-type Kalman filter algorithm conserving mass, total energy and enstrophy.
In: Quarterly journal of the Royal Meteorological Society. 143 (2017) 708. - S. 2902-2914.
ISSN 1477-870x ; 0035-9009
10.1002/qj.3142
(Peer-Review-Journal)
Ensemble-type Kalman filter algorithm conserving mass, total energy and enstrophy.
In: Quarterly journal of the Royal Meteorological Society. 143 (2017) 708. - S. 2902-2914.
ISSN 1477-870x ; 0035-9009
10.1002/qj.3142
(Peer-Review-Journal)
Krahmer, Felix ; Stöger, Dominik:
Complex phase retrieval from subgaussian measurements.
In: The journal of Fourier analysis and applications. 26 (20. November 2020) 6: 89. - 27 S.
ISSN 1069-5869 ; 1531-5851
10.1007/s00041-020-09797-9
(Peer-Review-Journal)
Complex phase retrieval from subgaussian measurements.
In: The journal of Fourier analysis and applications. 26 (20. November 2020) 6: 89. - 27 S.
ISSN 1069-5869 ; 1531-5851
10.1007/s00041-020-09797-9
(Peer-Review-Journal)
Gruppierung nach
Jahr |
Publikationsform
2024
-
Altmann, Moritz ; Pfeiffer, Madlene ; Haas, Florian ; Rom, Jakob ; Fleischer, Fabian ; Heckmann, Tobias ; Piermattei, Livia ; Wimmer, Michael ; Braun, Lukas ; Stark, Manuel ; Betz-Nutz, Sarah ; Becht, Michael:
Long-term monitoring (1953-2019) of geomorphologically active sections of Little Ice Age lateral moraines in the context of changing meteorological conditions.
In: Earth surface dynamics. 12 (2024) 1. - S. 399-431.
ISSN 2196-6311
10.5194/esurf-12-399-2024
(Peer-Review-Journal) -
Guella, Jean Carlo ; Jäger, Janin:
Strictly positive definite non-isotropic kernels on two-point homogeneous manifolds : the asymptotic approach.
In: Positivity. 28 (2024): 4. - 14 S.
ISSN 1385-1292 ; 1572-9281
10.1007/s11117-023-01022-3
(Peer-Review-Journal)
2023
-
Koppensteiner, Sarah ; Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
Anisotropic Triebel–Lizorkin spaces and wavelet coefficient decay over one-parameter dilation groups, I.
In: Monatshefte für Mathematik. 201 (2023). - S. 375-429.
ISSN 0026-9255 ; 1436-5081
10.1007/s00605-023-01827-0
(Peer-Review-Journal) -
Koppensteiner, Sarah ; Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
Anisotropic Triebel–Lizorkin spaces and wavelet coefficient decay over one-parameter dilation groups, II.
In: Monatshefte für Mathematik. 201 (2023). - S. 431-464.
ISSN 0026-9255 ; 1436-5081
10.1007/s00605-023-01824-3
(Peer-Review-Journal) -
Caragea, Andrei ; Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
A Balian–Low type theorem for Gabor Riesz sequences of arbitrary density.
In: Mathematische Zeitschrift. 303 (2023) 2: 48. - 23 S.
ISSN 1432-1823 ; 0025-5874
10.1007/s00209-022-03182-6
(Peer-Review-Journal) -
Janjić, Tijana ; Lukáčová-Medviďová, Maria ; Ruckstuhl, Yvonne ; Wiebe, Bettina:
Comparison of uncertainty quantification methods for cloud simulation.
In: Quarterly journal of the Royal Meteorological Society. 149 (2023) 756. - S. 2895-2910.
ISSN 1477-870x ; 0035-9009
10.1002/qj.4537
(Peer-Review-Journal) -
Darbenas, Zymantas ; van der Hout, Rein ; Oliver, Marcel:
Conditional uniqueness of solutions to the Keller–Rubinow model for Liesegang rings in the fast reaction limit.
In: Journal of differential equations. 347 (2023). - S. 212-245.
ISSN 1090-2732 ; 0022-0396
10.1016/j.jde.2022.11.038
(Peer-Review-Journal) -
Abreu, Daniel Luìs ; Mouayn, Zouhair ; Voigtlaender, Felix:
A fractal uncertainty principle for Bergman spaces and analytic wavelets.
In: Journal of mathematical analysis and applications. 519 (2023) 1: 126699.
ISSN 0022-247x ; 1096-0813
10.1016/j.jmaa.2022.126699
(Peer-Review-Journal) -
Cheng, Sibo ; Quilodrán-Casas, César ; Ouala, Said ; Farchi, Alban ; Liu, Che ; Tandeo, Pierre ; Fablet, Ronan ; Lucor, Didier ; Iooss, Bertrand ; Brajard, Julien ; Xiao, Dunhui ; Janjić, Tijana ; Ding, Weiping ; Guo, Yike ; Carrassi, Alberto ; Bocquet, Marc ; Arcucci, Rossella:
Machine Learning with Data Assimilation and Uncertainty Quantification for Dynamical Systems : a Review.
In: IEEE/CAA Journal of Automatica Sinica. 10 (2023) 6. - S. 1361-1387.
ISSN 2329-9266
10.1109/JAS.2023.123537
(Peer-Review-Journal) -
Kutsenko, Anton:
A note on exotic integrals.
In: Proceedings of the American Mathematical Society. 151 (2023) 4. - S. 1697-1703.
ISSN 0002-9939 ; 1088-6826
10.1090/proc/16279
(Peer-Review-Journal) -
Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
A Note on the Invertibility of the Gabor Frame Operator on Certain Modulation Spaces.
In: The journal of Fourier analysis and applications. 29 (2023): 3.
ISSN 1069-5869 ; 1531-5851
10.1007/s00041-022-09980-0
(Peer-Review-Journal) -
Jung, Hyunju ; Knippertz, Peter ; Ruckstuhl, Yvonne ; Redl, Robert ; Janjić, Tijana ; Hoose, Corinna:
Understanding the dependence of mean precipitation on convective treatment and horizontal resolution in tropical aquachannel experiments.
In: Weather and climate dynamics : an interactive open-access journal of the European. 4 (2023) 4. - S. 1111-1134.
ISSN 2698-4016 ; 2698-4008
10.5194/wcd-4-1111-2023
(Peer-Review-Journal) -
Voigtlaender, Felix:
The universal approximation theorem for complex-valued neural networks.
In: Applied and computational harmonic analysis. 64 (2023). - S. 33-61.
ISSN 1063-5203 ; 1096-603x
10.1016/j.acha.2022.12.002
(Peer-Review-Journal)
2022
-
Gribonval, Rémi ; Kutyniok, Gitta ; Nielsen, Morten ; Voigtlaender, Felix:
Approximation Spaces of Deep Neural Networks.
In: Constructive approximation. 55 (2022). - S. 259-367.
ISSN 0176-4276 ; 1432-0940
10.1007/s00365-021-09543-4
(Peer-Review-Journal) -
Lee, Dae Gwan ; Pfander, Götz E. ; Walnut, David:
Bases of complex exponentials with restricted supports.
In: Journal of mathematical analysis and applications. 521 (2022) 2: 126917.
ISSN 0022-247x ; 1096-0813
10.1016/j.jmaa.2022.126917
(Peer-Review-Journal) -
Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
Coorbit spaces and dual molecules : The quasi-Banach case.
2022. - 61 S.
arXiv:2203.07959 -
Romero, José Luis ; Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
Invertibility of Frame Operators on Besov-Type Decomposition Spaces.
In: The journal of geometric analysis. 32 (2022) 5: 149.
ISSN 1559-002x ; 1050-6926
10.1007/s12220-022-00887-2
(Peer-Review-Journal) -
Darbenas, Zymantas ; van der Hout, Rein ; Oliver, Marcel:
Long-time asymptotics of solutions to the Keller–Rubinow model for Liesegang rings in the fast reaction limit.
In: Annales de l'Institut Henri Poincaré. C, Nonlinear analysis. 39 (2022) 6. - S. 1413-1458. - 46 S.
ISSN 1873-1430 ; 0294-1449
10.4171/AIHPC/34
(Peer-Review-Journal) -
Caragea, Andrei ; Petersen, Philipp ; Voigtlaender, Felix:
Neural network approximation and estimation of classifiers with classification boundary in a Barron class.
2022. - 42 S.
arXiv:2011.09363 -
Caragea, Andrei ; Lee, Dae Gwan ; Maly, Johannes ; Pfander, Götz E. ; Voigtlaender, Felix:
Quantitative approximation results for complex-valued neural networks.
In: SIAM Journal on Mathematics of Data Science. 4 (2022) 2. - S. 553-580.
ISSN 2577-0187
0.1137/21M1429540
(Peer-Review-Journal) -
Schulz, Raphael:
Uniqueness of Degenerating Solutions to a Diffusion-Precipitation Model for Clogging Porous Media.
In: Mathematical modelling and analysis. 27 (2022) 3. - S. 471-491.
ISSN 1648-3510 ; 1392-6292
10.3846/mma.2022.15132
(Peer-Review-Journal)
2021
-
Grohs, Philipp ; Klotz, Andreas ; Voigtlaender, Felix:
Phase Transitions in Rate Distortion Theory and Deep Learning.
In: Foundations of computational mathematics. (16. November 2021). - 64 S.
ISSN 1615-3375 ; 1615-3383
10.1007/s10208-021-09546-4
(Peer-Review-Journal) -
Koppensteiner, Sarah ; Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
Anisotropic Triebel-Lizorkin spaces and wavelet coefficient decay over one-parameter dilation groups.
2021. - 40 S.
arXiv:2104.14361 -
Darbenas, Zymantas ; Oliver, Marcel:
Breakdown of Liesegang precipitation bands in a simplified fast reaction limit of the Keller–Rubinow model.
In: Nonlinear differential equations and applications. 28 (2021): 4. - 34 S.
ISSN 1420-9004 ; 1021-9722
10.1007/s00030-020-00663-7
(Peer-Review-Journal) -
Voigtlaender, Felix:
A General Version of Price’s Theorem.
In: Journal of theoretical probability. 34 (2021). - S. 1474-1485.
ISSN 0894-9840 ; 1572-9230
10.1007/s10959-020-01017-w
(Peer-Review-Journal) -
Almira, J. M. ; Lopez-de-Teruel, P. E. ; Romero-Lopez, D. J. ; Voigtlaender, Felix:
Negative results for approximation using single layer and multilayer feedforward neural networks.
In: Journal of mathematical analysis and applications. 494 (2021) 1: 124584.
ISSN 0022-247x ; 1096-0813
10.1016/j.jmaa.2020.124584
(Peer-Review-Journal) -
Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
A note on the invertibility of the Gabor frame operator on certain modulation spaces.
2021. - 17 S.
arXiv:2106.02365 -
Mohamad, Haidar ; Oliver, Marcel:
Numerical Integration of Functions of a Rapidly Rotating Phase.
In: SIAM journal on numerical analysis. 59 (2021) 4. - S. 2310-2319.
ISSN 0036-1429 ; 1095-7170
10.1137/19M128658X
(Peer-Review-Journal) -
Romero, José Luis ; Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
On dual molecules and convolution-dominated operators.
In: Journal of functional analysis. 280 (2021) 10: 108963.
ISSN 0022-1236 ; 1096-0783
10.1016/j.jfa.2021.108963
(Peer-Review-Journal) -
Voigtlaender, Felix ; Petersen, Philipp:
Optimal learning of high-dimensional classification problems using deep neural networks.
2021. - 41 S.
arXiv:2112.12555 -
Grohs, Philipp ; Voigtlaender, Felix:
Proof of the Theory-to-Practice Gap in Deep Learning via Sampling Complexity bounds for Neural Network Approximation Spaces.
2021. - 42 S.
arXiv:2104.02746 -
Caragea, Andrei ; Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
A quantitative subspace Balian-Low theorem.
In: Applied and computational harmonic analysis. 55 (2021). - S. 368-404.
ISSN 1063-5203 ; 1096-603x
10.1016/j.acha.2021.06.005
(Peer-Review-Journal) -
Holighaus, Nicki ; Voigtlaender, Felix:
Schur-type Banach modules of integral kernels acting on mixed-norm Lebesgue spaces.
In: Journal of functional analysis. 281 (2021) 9: 109197.
ISSN 0022-1236 ; 1096-0783
10.1016/j.jfa.2021.109197
(Peer-Review-Journal) -
Grohs, Philipp ; Voigtlaender, Felix:
Sobolev-type embeddings for neural network approximation spaces.
2021. - 14 S.
arXiv:2110.15304 -
Petersen, Philipp ; Raslan, Mones ; Voigtlaender, Felix:
Topological properties of the set of functions generated by neural networks of fixed size.
In: Foundations of computational mathematics. 21 (2021). - S. 375-444.
ISSN 1615-3375 ; 1615-3383
10.1007/s10208-020-09461-0
(Peer-Review-Journal) -
Özden, Gözde ; Oliver, Marcel:
Variational balance models for the three-dimensional Euler–Boussinesq equations with full Coriolis force.
In: Physics of fluids. 33 (2021) 7: 076606. - 15 S.
ISSN 1089-7666 ; 1070-6631
10.1063/5.0053092
(Peer-Review-Journal)
2020
-
Darbenas, Zymantas ; van der Hout, Rein ; Oliver, Marcel:
Conditional uniqueness of solutions to the Keller-Rubinow model for Liesegang rings in the fast reaction limit.
2020. - 29 S.
arXiv:2011.12441 -
Bytchenkoff, Dimitri ; Voigtlaender, Felix:
Design and properties of wave packet smoothness spaces.
In: Journal de mathématiques pures et appliquées. 133 (2020). - S. 185-262.
ISSN 0021-7824
10.1016/j.matpur.2019.05.006
(Peer-Review-Journal) -
Petersen, Philipp ; Voigtlaender, Felix:
Equivalence of approximation by convolutional neural networks and fully-connected networks.
In: Proceedings of the American Mathematical Society. 148 (2020). - S. 1567-1581.
ISSN 0002-9939 ; 1088-6826
10.1090/proc/14789
(Peer-Review-Journal) -
Mohamad, Haidar ; Oliver, Marcel:
High-order uniformly accurate time integrators for semilinear wave equations of Klein-Gordon type in the non-relativistic limit.
2020. - 15 S.
arXiv:2008.05227 -
Juricke, Stephan ; Danilov, Sergey ; Koldunov, Nikolay ; Oliver, Marcel ; Sein, Dmitry ; Sidorenko, Dmitry ; Wang, Qiang:
A Kinematic Kinetic Energy Backscatter Parametrization : from Implementation to Global Ocean Simulations.
In: Journal of advances in modeling earth systems : JAMES. 12 (2020) 12: e2020MS002175. - 20 S.
ISSN 1942-2466
10.1029/2020MS002175
(Peer-Review-Journal) -
Juricke, Stephan ; Danilov, Sergey ; Koldunov, Nikolay ; Oliver, Marcel ; Sidorenko, Dmitry:
Ocean Kinetic Energy Backscatter Parametrization on Unstructured Grids : Impact on Global Eddy-Permitting Simulations.
In: Journal of advances in modeling earth systems : JAMES. 12 (2020) 1: e2019MS001855. - 21 S.
ISSN 1942-2466
10.1029/2019MS001855
(Peer-Review-Journal) -
Akramov, Ibrokhimbek ; Oliver, Marcel:
On the Existence of Solutions to a Bi-Planar Monge-Ampère Equation.
In: Acta Mathematica Scientia. 40 (2020). - S. 379-388.
ISSN 1003-3998 ; 1572-9087
10.1007/s10473-020-0206-6
(Peer-Review-Journal) -
Masur, Gökce Tuba ; Oliver, Marcel:
Optimal balance for rotating shallow water in primitive variables.
In: Geophysical & astrophysical fluid dynamics. 114 (2020) 4-5. - S. 429-452.
ISSN 1029-0419 ; 0309-1929
10.1080/03091929.2020.1745789
(Peer-Review-Journal) -
Voigtlaender, Felix:
The universal approximation theorem for complex-valued neural networks.
2020. - 29 S.
arXiv:2012.03351
2019
-
Voigtlaender, Felix ; Petersen, Philipp:
Approximation in Lp(μ) with deep ReLU neural networks.
In: Proceedings of International Conference on Sampling Theory and Applications (SampTA), Bordeaux, France, 2019. - Piscataway, NJ : IEEE, 2019
ISBN 978-1-7281-3741-4
10.1109/SampTA45681.2019.9030992
(Begutachteter Beitrag / peer-reviewed paper) -
Gribonval, Rémi ; Kutyniok, Gitta ; Nielsen, Morten ; Voigtlaender, Felix:
Approximation spaces of deep neural networks.
2019. - 64 S.
arXiv:1905.01208 -
Mohamad, Haidar ; Oliver, Marcel:
A direct construction of a slow manifold for a semilinear wave equation of Klein–Gordon type.
In: Journal of differential equations. 267 (2019) 1. - S. 1-14.
ISSN 1090-2732 ; 0022-0396
10.1016/j.jde.2019.01.001
(Peer-Review-Journal) -
Oliver, Marcel ; Vasylkevych, Sergiy:
Geodesic motion on groups of diffeomorphisms with H1 metric as geometric generalised Lagrangian mean theory.
In: Geophysical & astrophysical fluid dynamics. 113 (2019) 5-6. - S. 466-490.
ISSN 1029-0419 ; 0309-1929
10.1080/03091929.2019.1639697
(Peer-Review-Journal) -
Romero, José Luis ; Van Velthoven, Jordy Timo ; Voigtlaender, Felix:
Invertibility of frame operators on Besov-type decomposition spaces.
2019. - 54 S.
arXiv:1905.04934 -
Sureau, Florent ; Voigtlaender, Felix ; Wust, Malte ; Starck, Jean-Luc ; Kutyniok, Gitta:
Learning sparse representations on the sphere.
In: Astronomy & astrophysics. 621 (2019): A73. - 17 S.
ISSN 1432-0746
10.1051/0004-6361/201834041
(Peer-Review-Journal) -
Juricke, Stephan ; Danilov, Sergey ; Kutsenko, Anton ; Oliver, Marcel:
Ocean kinetic energy backscatter parametrizations on unstructured grids : impact on mesoscale turbulence in a channel.
In: Ocean modelling. 138 (2019). - S. 51-67.
ISSN 1463-5003 ; 1463-5011
10.1016/j.ocemod.2019.03.009
(Peer-Review-Journal) -
Dahlke, Stefan ; De Mari, Filippo ; De Vito, Ernesto ; Sawatzki, Lukas ; Steidl, Gabriele ; Teschke, Gerd ; Voigtlaender, Felix:
On the Atomic Decomposition of Coorbit Spaces with Non-Integrable Kernel.
In: Boggiatto, Paolo ; Cordero, Elena ; de Gosson, Maurice ; Feichtinger, Hans. G ; Nicola, Fabio ; Oliaro, Alessandro ; Tabacco, Anita (Hrsg.): Landscapes of Time-Frequency Analysis. - Basel : Birkhäuser, 2019. - S. 75-144. - (Applied and Numerical Harmonic Analysis)
ISBN 978-3-030-05209-6
10.1007/978-3-030-05210-2_4
(Begutachteter Beitrag / peer-reviewed paper) -
Caragea, Andrei ; Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
A quantitative Balian-Low theorem for subspaces.
In: Proceedings of International Conference on Sampling Theory and Applications (SampTA), Bordeaux, France, 2019. - Piscataway, NJ : IEEE, 2019
ISBN 978-1-7281-3741-4
10.1109/SampTA45681.2019.9030951
(Begutachteter Beitrag / peer-reviewed paper) -
Caragea, Andrei ; Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
A quantitative subspace Balian-Low theorem.
2019. - 38 S.
10.48550/arXiv.1904.12250 -
Petersen, Philipp ; Raslan, Mones ; Voigtlaender, Felix:
The structure of spaces of neural network functions.
In: Proceedings of the conference SPIE 11138, Wavelets and Sparsity XVIII, 2019, San Diego, California, United States. - s.l. : SPIE, 2019
10.1117/12.2528313
(Begutachteter Beitrag / peer-reviewed paper) -
Caragea, Andrei ; Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
Time-Frequency Shift Invariance of Gabor Spaces.
In: Proceedings of International Conference on Sampling Theory and Applications (SampTA), Bordeaux, France, 2019. - Piscataway, NJ : IEEE, 2019
ISBN 978-1-7281-3741-4
10.1109/SampTA45681.2019.9030919
(Begutachteter Beitrag / peer-reviewed paper) -
Caragea, Andrei ; Lee, Dae Gwan ; Philipp, Friedrich ; Voigtlaender, Felix:
Time-frequency shift invariance of Gabor spaces with an S0-generator.
2019. - 15 S.
arXiv:1904.12345 -
Danilov, Sergey ; Juricke, Stephan ; Kutsenko, Anton ; Oliver, Marcel:
Toward Consistent Subgrid Momentum Closures in Ocean Models.
In: Eden, Carsten ; Iske, Armin (Hrsg.): Energy Transfers in Atmosphere and Ocean. - Cham, Switzerland : Springer, 2019. - S. 145-192. - (Mathematics of Planet Earth ; 1)
ISBN 978-3-030-05704-6 ; 978-3-030-05703-9
ISSN 2524-4272
10.1007/978-3-030-05704-6_5 -
Petersen, Philipp ; Raslan, Mones ; Voigtlaender, Felix:
Unfavorable structural properties of the set of neural networks with fixed architecture.
In: Proceedings of International Conference on Sampling Theory and Applications (SampTA), Bordeaux, France, 2019. - Piscataway, NJ : IEEE, 2019
ISBN 978-1-7281-3741-4
10.1109/SampTA45681.2019.9030975
(Begutachteter Beitrag / peer-reviewed paper) -
Darbenas, Zymantas ; Oliver, Marcel:
Uniqueness of solutions for weakly degenerate cordial Volterra integral equations.
In: Journal of integral equations and applications. 31 (2019) 3. - S. 307-327.
ISSN 1938-2626 ; 0897-3962
10.1216/JIE-2019-31-3-307
(Peer-Review-Journal)
2018
-
Petersen, Philipp ; Voigtlaender, Felix:
Optimal approximation of piecewise smooth functions using deep ReLU neural networks.
In: Neural networks. 108 (Dezember 2018). - S. 296-330.
ISSN 1879-2782 ; 0893-6080
10.1016/j.neunet.2018.08.019
(Peer-Review-Journal) -
Petersen, Philipp ; Voigtlaender, Felix:
Equivalence of approximation by convolutional neural networks and fully-connected networks.
2018. - 13 S.
arXiv:1809.00973 -
Petersen, Philipp ; Raslan, Mones ; Voigtlaender, Felix:
Topological properties of the set of functions generated by neural networks of fixed size.
2018. - 51 S.
arXiv:1806.08459
2017
-
Voigtlaender, Felix:
Understanding X-let sparsity via decomposition spaces.
2017
Veranstaltung: 2017 International Conference on Sampling Theory and Applications (SampTA), 3-7 July 2017, Tallinn, Estonia.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Vortrag)
10.1109/SAMPTA.2017.8024402 -
Voigtlaender, Felix ; Pein, Anne:
Analysis vs. synthesis sparsity for α-shearlets.
2017. - 101 S.
arXiv:1702.03559 -
Keiper, Sandra ; Kutyniok, Gitta ; Lee, Dae Gwan ; Pfander, Götz E.:
Compressed sensing for finite-valued signals.
In: Linear algebra and its applications. 532 (2017). - S. 570-613.
ISSN 0024-3795
10.1016/j.laa.2017.07.006
(Peer-Review-Journal) -
Feichtinger, Hans Georg ; Voigtlaender, Felix:
From Frazier-Jawerth characterizations of Besov spaces to Wavelets and Decomposition spaces.
In: Cwikel, Michael ; Milman, Mario (Hrsg.): Functional analysis, harmonic analysis, and image processing : a collection of papers in honor of Björn Jawerth. - Providence, Rhode Island : American Mathematical Society, 2017. - S. 185-216. - (Contemporary mathematics ; 693)
ISBN 978-1-4704-2836-5 ; 978-1-4704-4166-1
(Begutachteter Beitrag / peer-reviewed paper)
2016
-
Keiper, Sandra ; Kutyniok, Gitta ; Lee, Dae Gwan ; Pfander, Götz E.:
Compressed Sensing for Finite-Valued Signals.
s.l., 2016
arXiv:1609.09450 -
Voigtlaender, Felix:
Embedding theorems for decomposition spaces with applications to wavelet coorbit spaces.
RWTH Aachen University
Aachen, 2016
urn:nbn:de:hbz:82-rwth-2015-075066 -
Voigtlaender, Felix:
Embeddings of Decomposition Spaces into Sobolev and BV Spaces.
2016. - 64 S.
arXiv:1601.02201 -
Böhme, David ; Geimer, Markus ; Arnold, Lukas ; Voigtlaender, Felix ; Wolf, Felix:
Identifying the Root Causes of Wait States in Large-Scale Parallel Applications.
In: ACM Transactions on Parallel Computing. 3 (2016) 2: 11. - 24 S.
ISSN 2329-4949 ; 2329-4957
10.1145/2934661
(Peer-Review-Journal) -
Fell, Jonathan ; Führ, Hartmut ; Voigtlaender, Felix:
Resolution of the wavefront set using general continuous wavelet transforms.
In: The journal of Fourier analysis and applications. 22 (2016) 5. - S. 997-1058.
ISSN 1069-5869 ; 1531-5851
10.1007/s00041-015-9445-7
(Peer-Review-Journal)
2015
-
Fell, Jonathan ; Führ, Hartmut ; Voigtlaender, Felix:
Resolution of the wave front set using general wavelet transforms.
2015
Veranstaltung: 2015 International Conference on Sampling Theory and Applications (SampTA), 25-29 May 2015, Washington, DC, USA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung, Vortrag)
10.1109/SAMPTA.2015.7148907 -
Führ, Hartmut ; Voigtlaender, Felix:
Wavelet coorbit spaces viewed as decomposition spaces.
In: Journal of functional analysis. 269 (2015) 1. - S. 80-154.
ISSN 0022-1236 ; 1096-0783
10.1016/j.jfa.2015.03.019
(Peer-Review-Journal)
Eingestellt am: 16. Feb 2023 14:57
Letzte Änderung: 17. Nov 2023 09:18
URL zu dieser Anzeige: https://fordoc.ku.de/id/eprint/3309/
Letzte Änderung: 17. Nov 2023 09:18
URL zu dieser Anzeige: https://fordoc.ku.de/id/eprint/3309/