How more data can hurt: Instability and regularization in next-generation reservoir computing

Yuanzhao Zhang, Edmilson Roque dos Santos, Huixin Zhang +1

It has been found recently that more data can, counter-intuitively, hurt the performance of deep neural networks. Here, we show that a more extreme version of the phenomenon occurs…