A Two-Scale Complexity Measure for Deep Learning Models

no code implementations • 17 Jan 2024 • Massimiliano Datres, Gian Paolo Leonardi, Alessio Figalli, David Sutter

We introduce a novel capacity measure 2sED for statistical models based on the effective dimension.