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1
von Alcalde, Albert ; Bungert, Leon ; Riedl, Konstantin ; et al.
Schlagworte: Analysis of PDEs; Machine Learning; Dynamical Systems; 68T07, 35Q68
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2
von Aloradi, Ahmad ; Roith, Tim ; Habets, Emanuël A. P. ; et al.
Schlagworte: Machine Learning
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3
von Paul, Laura ; Rauhut, Holger ; Burger, Martin ; et al.
Schlagworte: Computer Vision and Pattern Recognition; Machine Learning; Numerical Analysis; 68T10 (Primary), 68T07 (Secondary); I.5.0; J.5
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4
Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference
von Welker, Simon ; Kuger, Lorenz ; Roith, Tim ; et al.
Schlagworte: Image and Video Processing; Computer Vision and Pattern Recognition; Machine Learning; Numerical Analysis; Optics; 94A08, 68U10, 78A46, 68T07
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5
Schlagworte: Numerical Analysis; Machine Learning; 00A69, 35R30, 47A52, 47J30, 65F22, 65J20, 65J22, 65K10, 94A08, 68Txx
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6
von Roith, Tim ; Bungert, Leon ; Wacker, Philipp
Schlagworte: Optimization and Control; Machine Learning; 65K10, 68Q32, 65K15, 90C26
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7
von Bungert, Leon ; Hoffmann, Franca ; Kim, Dohyeon ; et al.
Mathematical Models and Methods in Applied Sciences 35 (14), 3083-3170, 2025
Schlagworte: Optimization and Control; Machine Learning; 35B40, 35Q84, 35Q89, 35Q90, 65K10, 90C26, 90C56
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8
von Burger, Martin ; Kabri, Samira ; Korolev, Yury ; et al.
Schlagworte: Mathematics - Analysis of PDEs; 68Q32, 49Q20, 43A35
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9
von Weigand, Lukas ; Roith, Tim ; Burger, Martin
Schlagworte: Machine Learning; Analysis of PDEs; 49Q20, 34A60, 68Q32, 65K15
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10
von Lukas Weigand ; Tim Roith ; Martin Burger
European Journal of Applied Mathematics, Vol 37, Pp 123-179 (2026)
Schlagworte: adversarial attacks; adversarial training; metric gradient flows; Wasserstein gradient flows; 49Q20; 34A60; 68Q32; 65K15; Mathematics; QA1-939
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11
von Bailo, Rafael ; Barbaro, Alethea ; Gomes, Susana N. ; et al.
Journal of Open Source Software (2024) 9(98)
Schlagworte: Mathematics - Optimization and Control; 49-04 (Primary) 90C26, 90C56, 93A16 (Secondary)
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12
von Heeringa, Tjeerd Jan ; Roith, Tim ; Brune, Christoph ; et al.
Schlagworte: Statistics - Machine Learning; Computer Science - Machine Learning; Mathematics - Functional Analysis; Mathematics - Numerical Analysis; 47A52, 68T07, 65K10, 90C25; I.2.6; F.2.1; G.1.6
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13
von Kabri, Samira ; Roith, Tim ; Tenbrinck, Daniel ; et al.
Schlagworte: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Machine Learning; Mathematics - Numerical Analysis; 68T45, 65T40
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14
von Bungert, Leon ; Roith, Tim ; Wacker, Philipp
Mathematical Programming: A Publication of the Mathematical Optimization Society. 211(1):125-155
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15
von Bungert, Leon ; Roith, Tim ; Wacker, Philipp
Mathematical Programming 211 (1), 125-155, 2025
Schlagworte: Optimization and Control; Numerical Analysis; 90C26, 35Q93, 35B40, 65N21
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16
von Bungert, Leon ; Calder, Jeff ; Roith, Tim
Annals of Applied Probability 34(4), 3870-3910, 2024
Schlagworte: Probability; Numerical Analysis; Analysis of PDEs; 60F10, 60G44, 60K35, 35R02, 65N12, 68T05
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17
von Bungert, Leon ; Calder, Jeff ; Roith, Tim
IMA Journal of Numerical Analysis, 2022
Schlagworte: Mathematics - Numerical Analysis; Computer Science - Machine Learning; Mathematics - Analysis of PDEs; 35J20, 35R02, 65N12, 68T05
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18
von Bungert, Leon ; Roith, Tim ; Tenbrinck, Daniel ; et al.
Schlagworte: Computer Science - Machine Learning; Computer Science - Neural and Evolutionary Computing; Mathematics - Optimization and Control; 65K10, 68T05, 90C26; I.2.6; F.2.1; G.1.6
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19
von Bungert, Leon ; Roith, Tim ; Tenbrinck, Daniel ; et al.
Journal of Machine Learning Research, 23(192), 1-43, 2022
Schlagworte: Computer Science - Machine Learning; Mathematics - Numerical Analysis; Mathematics - Optimization and Control; 65K10, 68T05, 90C26; I.2.6; F.2.1; G.1.6
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20
von Bungert, Leon ; Raab, René ; Roith, Tim ; et al.
International Conference on Scale Space and Variational Methods in Computer Vision, 307-319, 2021
Schlagworte: Computer Science - Machine Learning; Mathematics - Optimization and Control; Statistics - Machine Learning; 65K10, 68T07
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21
von Roith, Tim ; Bungert, Leon
Found Comput Math (2022)
Schlagworte: Computer Science - Machine Learning; Mathematics - Analysis of PDEs; Mathematics - Numerical Analysis; Statistics - Machine Learning; 35J20, 35R02, 65N12, 68T05
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22
von Weigand, Lukas ; Roith, Tim ; Burger, Martin
European journal of applied mathematics 37(1), 123 - 179 (2025). doi:10.1017/S0956792525100120 special issue: "Adversarial Robustness of Artificial Intelligence"
Schlagworte: info:eu-repo/classification/ddc/510
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23
von Roith, Tim ; Bungert, Leon
Foundations of Computational Mathematics: The Journal of the Society for the Foundations of Computational Mathematics. 23(2):393-431
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24
von Bungert, Leon ; Calder, Jeff ; Roith, Tim
The annals of applied probability 34(4), 3870 - 3910 (2024). doi:10.1214/24-AAP2052
Schlagworte: info:eu-repo/classification/ddc/510
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25
von Bungert, Leon ; Roith, Tim ; Wacker, Philipp
Mathematical programming 21, 125 - 155 (2024). doi:10.1007/s10107-024-02095-y
Schlagworte: info:eu-repo/classification/ddc/510
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