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06/23/2023
A new approach to generalisation error of machine learning algorithms: Estimates and convergence
In this work we consider a model problem of deep neural learning, namely...
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06/01/2022
Discrete Gradient Flow Approximations of High Dimensional Evolution Partial Differential Equations via Deep Neural Networks
We consider the approximation of initial/boundary value problems involvi...
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08/11/2018
