Search Results - "Raslan, Mones" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

by Kutyniok, Gitta, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold
Published in Constructive approximation (01.02.2022)

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Journal Article

Topological Properties of the Set of Functions Generated by Neural Networks of Fixed Size

Topological Properties of the Set of Functions Generated by Neural Networks of Fixed Size

by Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix
Published in Foundations of computational mathematics (01.04.2021)

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Journal Article

Anisotropic multiscale systems on bounded domains

Anisotropic multiscale systems on bounded domains

by Grohs, Philipp, Kutyniok, Gitta, Ma, Jackie, Petersen, Philipp, Raslan, Mones
Published in Advances in computational mathematics (01.04.2020)

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Journal Article

Approximation rates for neural networks with encodable weights in smoothness spaces

Approximation rates for neural networks with encodable weights in smoothness spaces

by Gühring, Ingo, Raslan, Mones
Published in Neural networks (01.02.2021)

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Journal Article

Approximation properties of hybrid shearlet-wavelet frames for Sobolev spaces

Approximation properties of hybrid shearlet-wavelet frames for Sobolev spaces

by Petersen, Philipp, Raslan, Mones
Published in Advances in computational mathematics (01.06.2019)

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Journal Article

Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks

Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks

by Geist, Moritz, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold, Kutyniok, Gitta
Published in Journal of scientific computing (01.07.2021)

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Journal Article

Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces

Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces

by Gühring, Ingo, Raslan, Mones
Year of Publication 30.06.2020

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Journal Article

Approximation properties of hybrid shearlet-wavelet frames for Sobolev spaces

Approximation properties of hybrid shearlet-wavelet frames for Sobolev spaces

by Petersen, Philipp, Raslan, Mones
Published in arXiv.org (21.02.2019)

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Paper Journal Article

Expressivity of Deep Neural Networks

Expressivity of Deep Neural Networks

by Gühring, Ingo, Raslan, Mones, Kutyniok, Gitta
Year of Publication 09.07.2020

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Journal Article

Unfavorable structural properties of the set of neural networks with fixed architecture

Unfavorable structural properties of the set of neural networks with fixed architecture

by Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix
Published in 2019 13th International conference on Sampling Theory and Applications (SampTA) (01.07.2019)

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Conference Proceeding

Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces

Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces

by Gühring, Ingo, Raslan, Mones
Published in arXiv.org (18.09.2020)

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Paper

Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks

Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks

by Geist, Moritz, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold, Kutyniok, Gitta
Year of Publication 25.04.2020

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Journal Article

Topological properties of the set of functions generated by neural networks of fixed size

Topological properties of the set of functions generated by neural networks of fixed size

by Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix
Year of Publication 21.06.2018

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Journal Article

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

by Kutyniok, Gitta, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold
Year of Publication 31.03.2019

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Journal Article

Deep Learning based Forecasting: a case study from the online fashion industry

Deep Learning based Forecasting: a case study from the online fashion industry

by 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
Year of Publication 23.05.2023

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Journal Article

Expressivity of Deep Neural Networks

Expressivity of Deep Neural Networks

by Gühring, Ingo, Raslan, Mones, Kutyniok, Gitta
Published in arXiv.org (09.07.2020)

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Paper

Topological properties of the set of functions generated by neural networks of fixed size

Topological properties of the set of functions generated by neural networks of fixed size

by Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix
Published in arXiv.org (23.01.2020)

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Paper

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs

by Kutyniok, Gitta, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold
Published in arXiv.org (14.05.2020)

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Paper

Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks

Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks

by Geist, Moritz, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold, Kutyniok, Gitta
Published in arXiv.org (25.04.2020)

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Paper

Anisotropic Multiscale Systems on Bounded Domains

Anisotropic Multiscale Systems on Bounded Domains

by Grohs, Philipp, Kutyniok, Gitta, Ma, Jackie, Petersen, Philipp, Raslan, Mones
Year of Publication 15.10.2015

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Journal Article