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A Proof that Aritificial Neural Networks Overcome the Curse of Dimensionality in the Numerical Approximation of Black-Scholes Partial Differential Equations
Language: en
Pages: 0
Authors: Philipp Grohs
Categories: Deep learning (Machine learning)
Type: BOOK - Published: 2023 - Publisher:

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Artificial neural networks (ANNs) have very successfully been used in numerical simulations for a series of computational problems ranging from image classifica
A Proof that Artificial Neural Networks Overcome the Curse of Dimensionality in the Numerical Approximation of Black–Scholes Partial Differential Equations
Language: en
Pages: 106
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
Pages: 493
Authors: Philipp Grohs
Categories: Computers
Type: BOOK - Published: 2022-12-31 - Publisher: Cambridge University Press

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A mathematical introduction to deep learning, written by a group of leading experts in the field.
Intelligent Computing
Language: en
Pages: 684
Authors: Kohei Arai
Categories: Artificial intelligence
Type: BOOK - Published: 2024 - Publisher: Springer Nature

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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
Smooth Homotopy of Infinite-Dimensional $C^{infty }$-Manifolds
Language: en
Pages: 144
Authors: Hiroshi Kihara
Categories: Mathematics
Type: BOOK - Published: 2023-09-27 - Publisher: American Mathematical Society

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