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Stochastic Gradient Optimization Techniques Sign in to save
35
Aachen papers (primary topic)
100
Further papers (secondary topic)
121
Citations
29
Aachen authors
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Papers 35
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Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access
Bubacarr Bah, Holger Rauhut, Ulrich Terstiege, Michael Westdickenberg
29citations -
Neural network training under semidefinite constraints2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Computer Science Stochastic Gradient Optimization Techniques cited by 1 patent
Patricia Pauli, Niklas Funcke, Dennis Gramlich, Mohamed Amine Msalmi, Frank Allgöwer
10citations -
Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent2020 Lecture notes in computer science conference-paper Computer Science Stochastic Gradient Optimization Techniques
Alper Yegenoglu, Kai Krajsek, Sandra Diaz-Pier, Michaël Herty
7citations -
Smaller generalization error derived for a deep residual neural network compared with shallow networks2022 IMA Journal of Numerical Analysis article Computer Science Stochastic Gradient Optimization Techniques Open access
Aku Kammonen, Jonas Kiessling, Petr Plecháč, Mattias Sandberg, Anders Szepessy, Raul F. Tempone
4citations
Most active Aachen authors
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Holger Rauhut 9,822 citations overall5 papers
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Christian Ebenbauer 2,149 citations overall4 papers
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Semih Çaycı 134 citations overall4 papers
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Raul F. Tempone 8,709 citations overall3 papers
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Michaël Herty 5,606 citations overall3 papers
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Ulrich Terstiege 448 citations overall3 papers
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Dennis Gramlich 65 citations overall3 papers
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Hung-Hsu Chou 49 citations overall3 papers
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Thijs Bos 23 citations overall3 papers
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Carsten Gieshoff 21 citations overall3 papers
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Benjamin Berkels 1,620 citations overall2 papers
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Naum Dimitrieski 4 citations overall2 papers
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Anamika Pandey 54,343 citations overall1 paper
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Abigail Morrison 4,054 citations overall1 paper
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Zohar Ringel 2,231 citations overall1 paper