Daniel Pranjic

Grokking and epoch-wise double descent in quantum neural networks

This work reports the empirical observation of both the grokking transition and epoch-wise double descent in a two-qubit quantum neural network (QNN) under a complete parameterization of the SU(4) manifold, and demonstrates that overparameterization via increased circuit depth improves the probability of successful gen...