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Vanishing/Exploding Gradients - Which method prevents gradient exploding?
Answer
One common method for dealing with the issue of explosions in gradients is gradient clipping. This method ensures that gradients do not go beyond a specific limit when doing backpropagation. The result is that the gradient vector has all of its components trimmed to values between -1.0 and 1.0.
