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

3 citations · 3 across the 1 of their papers we have counts for

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1 paper

cs.LG2021★ 3 cited

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…