Herr Adrian Riekert, Angewandte Mathematik Münster: Institut für Analysis und Numerik / Mathematics Münster

Member of Mathematics Münster
Member of Mathematics Münster Graduate School
Current PublicationsCheridito P, Jentzen A, Riekert A, Rossmannek F A proof of convergence for gradient descent in the training of artificial neural networks for constant target functions. J. Complexity Vol. 0, 2022 online
Eberle S, Jentzen A, Riekert A, Weiss GS Existence, uniqueness, and convergence rates for gradient flows in the training of artificial neural networks with ReLU activation. arXiv Vol. 0, 2021 online
Hutzenthaler M, Jentzen A, Pohl K, Riekert A, Scarpa L Convergence proof for stochastic gradient descent in the training of deep neural networks with ReLU activation for constant target functions. arXiv Vol. 0, 2021 online
Jentzen A, Riekert A A proof of convergence for stochastic gradient descent in the training of artificial neural networks with ReLU activation for constant target functions. arXiv Vol. 0, 2021 online
Jentzen A, Riekert A A proof of convergence for the gradient descent optimization method with random initializations in the training of neural networks with ReLU activation for piecewise linear target functions. arXiv Vol. 0, 2021 online
Jentzen A, Riekert A Convergence analysis for gradient flows in the training of artificial neural networks with ReLU activation. arXiv Vol. 0, 2021 online
Jentzen A, Riekert A On the existence of global minima and convergence analyses for gradient descent methods in the training of deep neural networks. arXiv Vol. 0, 2021 online
Jentzen A, Riekert A Strong overall error analysis for the training of artificial neural networks via random initializations. arXiv Vol. 0, 2020 online
E-Mailariekert at uni-muenster dot de
Phone+49 251 83-32079
FAX+49 251 83-32729
Room110.009
Secretary   Sekretariat Claudia Giesbert
Frau Claudia Giesbert
Telefon +49 251 83-33792
Fax +49 251 83-32729
Zimmer 120.002
AddressHerr Adrian Riekert
Angewandte Mathematik Münster: Institut für Analysis und Numerik
Fachbereich Mathematik und Informatik der Universität Münster
Orléans-Ring 10
48149 Münster
Diese Seite editieren