Can one solve a linear program with gradient descent?
Smoothness should not be a problem, because non-smooth ReLu units seem not to cause a problem for gradient descent solvers.
Constraints should be handleable with an augmented Lagrangian method.
Can one solve a linear program with gradient descent?
Smoothness should not be a problem, because non-smooth ReLu units seem not to cause a problem for gradient descent solvers.
Constraints should be handleable with an augmented Lagrangian method.
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