SURGE proposes to find critical loss values from Borel singularities of a partition function and use them to scale learning rates during gradient descent.
URL https://royalsocietypublishing.org/ doi/abs/10.1098/rspa.1991.0119
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
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.