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05/23/2023
Deep Learning based Forecasting: a case study from the online fashion industry
Demand forecasting in the online fashion industry is particularly amenda...
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07/09/2020
Expressivity of Deep Neural Networks
In this review paper, we give a comprehensive overview of the large vari...
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06/30/2020
Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces
We examine the necessary and sufficient complexity of neural networks to...
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04/25/2020
Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks
We perform a comprehensive numerical study of the effect of approximatio...
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03/31/2019