Questions tagged [gradient-methods]

For questions about gradient methods (or gradient-based algorithms) in the context of Artificial Intelligence. Examples of gradient methods are gradient descent/ascent, conjugate gradient or policy gradients.

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References for the convergence of gradient-based algorithms for training neural networks

I'm looking for some good references that give convergence results of training neural networks. I'm decently familiar with works that analyze the convergence of SGD, and, in particular, I really like ...