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ReLU activated Multi-Layer Neural Networks trained with Mixed Integer Linear Programs
Then, except for the first hidden layer, the input values are also modified with a MILP to better match the layer outputs to their corresponding target outputs.
On Sharpness of Error Bounds for Multivariate Neural Network Approximation
The paper deals with best non-linear approximation by such sums of ridge functions.
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