Current Publications | • Grohs P, Ibragimov S, Jentzen A, Koppensteiner S Lower bounds for artificial neural network approximations: A proof that shallow neural networks fail to overcome the curse of dimensionality. Journal of Complexity Vol. 0, 2023 online • Ibragimov, S.; Jentzen, A.; Riekert, A. Convergence to good non-optimal critical points in the training of neural networks: Gradient descent optimization with one random initialization overcomes all bad non-global local minima with high probability. , 2022 online • Ibragimov, Shokhrukh; Jentzen, Arnulf; Kröger, Timo; Riekert, Adrian On the existence of infinitely many realization functions of non-global local minima in the training of artificial neural networks with ReLU activation. , 2022 online | sibragim@uni-muenster.de |
Phone | +49 251 83-35128 |
FAX | +49 251 83-32729 |
Room | 120.003 |
Secretary | Sekretariat Claudia Giesbert Frau Claudia Giesbert Telefon +49 251 83-33792 Fax +49 251 83-32729 Zimmer 120.002 |
Address | Herr Shokhrukh Ibragimov Angewandte Mathematik Münster: Institut für Analysis und Numerik Fachbereich Mathematik und Informatik der Universität Münster Orléans-Ring 10 48149 Münster |
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Herr Shokhrukh Ibragimov, Angewandte Mathematik Münster: Institut für Analysis und Numerik
Member of Mathematics MünsterField of expertise: Numerical analysis, machine learning, scientific computing