DNNs succeed by capturing high-order correlation structures in datasets, similar to mesoscale methods in physics.
Deep learning is not so mysterious or different
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.hist-ph 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
DNNs, Dataset Statistics, and Correlation Functions
DNNs succeed by capturing high-order correlation structures in datasets, similar to mesoscale methods in physics.