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Language: en
Pages: 106

A Proof that Artificial Neural Networks Overcome the Curse of Dimensionality in the Numerical Approximation of Black–Scholes Partial Differential Equations

Authors: Philipp Grohs
Categories: Mathematics
Type: BOOK - Published: 2023-04-07 - Publisher: American Mathematical Society

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Mathematical Aspects of Deep Learning
Language: en
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Mathematical Aspects of Deep Learning

Authors: Philipp Grohs
Categories: Computers
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A mathematical introduction to deep learning, written by a group of leading experts in the field.
Smooth Homotopy of Infinite-Dimensional $C^{infty }$-Manifolds
Language: en
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Smooth Homotopy of Infinite-Dimensional $C^{infty }$-Manifolds

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Intelligent Computing
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Intelligent Computing

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Explore the forefront of computing with the proceedings of the Computing Conference 2024. Featuring 165 carefully selected papers from a pool of 457 submissions
Compressive Imaging: Structure, Sampling, Learning
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Compressive Imaging: Structure, Sampling, Learning

Authors: Ben Adcock
Categories: Computers
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Accurate, robust and fast image reconstruction is a critical task in many scientific, industrial and medical applications. Over the last decade, image reconstru