For a continuum-depth ResNet model with entropic regularization, an open dense set of initial feature-label distributions admits a unique stable minimizer and a local Polyak-Lojasiewicz inequality near it.
Lectures in Mathematics ETH Zürich
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Genericity of Polyak-Lojasiewicz Inequalities for Entropic Mean-Field Neural ODEs
For a continuum-depth ResNet model with entropic regularization, an open dense set of initial feature-label distributions admits a unique stable minimizer and a local Polyak-Lojasiewicz inequality near it.