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Recurrent Nets: (a) What is the “vanishing or exploding gradient problem” in recurrent nets? (b) Give a weight...

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Advance Math

Recurrent Nets:

(a) What is the “vanishing or exploding gradient problem” inrecurrent nets?

(b) Give a weight initialization method that can mitigate thevanishing or exploding gradient problem.

(c) Recurrent nets are notoriously bad at “remembering” thingsfor more than a few iterations. Give the names and quickdescriptions of two methods that augment RNNs with a memory.

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