Jentzen, Arnulf
229  Ergebnisse:
Personensuche X
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2

Overall error analysis for the training of deep neural netw..:

Jentzen, Arnulf ; Welti, Timo
Applied Mathematics and Computation.  455 (2023)  - p. 127907 , 2023
 
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4

Convergence analysis for gradient flows in the training of ..:

Jentzen, Arnulf ; Riekert, Adrian
Journal of Mathematical Analysis and Applications.  517 (2023)  2 - p. 126601 , 2023
 
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7

An efficient Monte Carlo scheme for Zakai equations:

Beck, Christian ; Becker, Sebastian ; Cheridito, Patrick..
Communications in Nonlinear Science and Numerical Simulation.  126 (2023)  - p. 107438 , 2023
 
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8

Deep learning approximations for non-local nonlinear PDEs w..:

Boussange, Victor ; Becker, Sebastian ; Jentzen, Arnulf..
Partial Differential Equations and Applications.  4 (2023)  6 - p. , 2023
 
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9

Strong convergence rates for explicit space-time discrete n..:

Becker, Sebastian ; Gess, Benjamin ; Jentzen, Arnulf.
Stochastics and Partial Differential Equations: Analysis and Computations.  11 (2022)  1 - p. 211-268 , 2022
 
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11

Efficient Approximation of High-Dimensional Functions With ..:

Cheridito, Patrick ; Jentzen, Arnulf ; Rossmannek, Florian
IEEE Transactions on Neural Networks and Learning Systems.  33 (2022)  7 - p. 3079-3093 , 2022
 
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12

A proof of convergence for stochastic gradient descent in t..:

Jentzen, Arnulf ; Riekert, Adrian
Zeitschrift für angewandte Mathematik und Physik.  73 (2022)  5 - p. , 2022
 
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13

Deep neural network approximations for solutions of PDEs ba..:

Grohs, Philipp ; Jentzen, Arnulf ; Salimova, Diyora
Partial Differential Equations and Applications.  3 (2022)  4 - p. , 2022
 
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