Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping

Xuran Meng, Jianfeng Yao

Much research effort has been devoted to explaining the success of deep learning. Random Matrix Theory (RMT) provides an emerging way to this end: spectral analysis of large random…