Browsing: trainability

This article discusses the problem of exponential concentration in quantum kernel methods, which can hinder the trainability of quantum neural networks. The authors provide…

This article discusses the use of Sn-equivariant quantum neural networks (QNNs) for supervised learning tasks. The authors provide guidelines for building these networks and…