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For questions related to the concept of learning rate (of an optimization algorithm, such as gradient descent) in machine learning.

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Is it a good idea to change the learning rate at each training step as a function of the loss? i.e. for points with high loss value, put a high learning rate and for low loss value a low learning rate …
asked Aug 6 '20 by Giulio Ortali