Recently, a series of papers proposed deep learning-based approaches to
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We investigate the mathematical capabilities of ChatGPT by testing it on...
We establish a connection between stochastic optimal control and generat...
The combination of Monte Carlo methods and deep learning has recently le...
Statistical learning theory provides bounds on the necessary number of
t...
We describe the new field of mathematical analysis of deep learning. Thi...
We present a deep learning algorithm for the numerical solution of param...
Neural network training is usually accomplished by solving a non-convex
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Although for neural networks with locally Lipschitz continuous activatio...
The development of new classification and regression algorithms based on...