Learning sparse features can lead to overfitting in neural networks.

Leonardo Petrini Francesco Cagnetta Eric Vanden-Eijnden Matthieu Wyart Learning sparse features can lead to overfitting in neural networks. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/3d3a9e085540c65dd3e5731361f9320e-Abstract-Conference.html db/conf/nips/neurips2022.html#PetriniCVW22