SURGE proposes to find critical loss values from Borel singularities of a partition function and use them to scale learning rates during gradient descent.
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Globally aware optimization with resurgence
SURGE proposes to find critical loss values from Borel singularities of a partition function and use them to scale learning rates during gradient descent.