Laziness, Barren Plateau, and Noise in Machine Learning

Junyu Liu, Zexi Lin, Liang Jiang

We define \emph{laziness} to describe a large suppression of variational parameter updates for neural networks, classical or quantum. In the quantum case, the suppression is expone…