Ekaterina Komendantskaya

The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning

We empirically investigate the effect of class manifold entanglement and the intrinsic and extrinsic dimensionality of the data distribution on the sample complexity of supervised classification with deep ReLU networks. We separate the effect of entanglement and intrinsic dimensionality and show sta…