The authors define and compute a Boltzmann entropy for the deep linear network via group-orbit foliations of the balanced manifold and show that observable Riemannian geometry arises by submersion from this manifold.
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An entropy formula for the Deep Linear Network
The authors define and compute a Boltzmann entropy for the deep linear network via group-orbit foliations of the balanced manifold and show that observable Riemannian geometry arises by submersion from this manifold.