A Theoretical Analysis of Deep Neural Networks and Parametric PDEs von Kutyniok, Gitta, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold

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Topological Properties of the Set of Functions Generated by Neural Networks of Fixed Size von Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix

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Anisotropic multiscale systems on bounded domains von Grohs, Philipp, Kutyniok, Gitta, Ma, Jackie, Petersen, Philipp, Raslan, Mones

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Approximation rates for neural networks with encodable weights in smoothness spaces von Gühring, Ingo, Raslan, Mones

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Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks von Geist, Moritz, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold, Kutyniok, Gitta

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Approximation properties of hybrid shearlet-wavelet frames for Sobolev spaces von Petersen, Philipp, Raslan, Mones

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Forecasting with Artificial Intelligence: Theory and Applications von Hamoudia, Mohsen, Makridakis, Spyros, Spiliotis, Evangelos

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Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces von Gühring, Ingo, Raslan, Mones

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Approximation properties of hybrid shearlet-wavelet frames for Sobolev spaces von Petersen, Philipp, Raslan, Mones

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Expressivity of Deep Neural Networks von Gühring, Ingo, Raslan, Mones, Kutyniok, Gitta

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Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces von Gühring, Ingo, Raslan, Mones

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Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks von Geist, Moritz, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold, Kutyniok, Gitta

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Topological properties of the set of functions generated by neural networks of fixed size von Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix

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A Theoretical Analysis of Deep Neural Networks and Parametric PDEs von Kutyniok, Gitta, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold

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Deep Learning Based Forecasting: A Case Study from the Online Fashion Industry von Kunz, Manuel, Birr, Stefan, Raslan, Mones, Ma, Lei, Januschowski, Tim

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Deep Learning based Forecasting: a case study from the online fashion industry von Kunz, Manuel, Birr, Stefan, Raslan, Mones, Ma, Lei, Li, Zhen, Gouttes, Adele, Koren, Mateusz, Naghibi, Tofigh, Stephan, Johannes, Bulycheva, Mariia, Grzeschik, Matthias, Kekić, Armin, Narodovitch, Michael, Rasul, Kashif, Sieber, Julian, Januschowski, Tim

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Expressivity of Deep Neural Networks von Gühring, Ingo, Raslan, Mones, Kutyniok, Gitta

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Topological properties of the set of functions generated by neural networks of fixed size von Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix

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A Theoretical Analysis of Deep Neural Networks and Parametric PDEs von Kutyniok, Gitta, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold

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Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks von Geist, Moritz, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold, Kutyniok, Gitta

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