Semi-flat minima and saddle points by embedding neural networks to overparameterization

Kenji Fukumizu, Shoichiro Yamaguchi, Yoh-ichi Mototake, Mirai Tanaka

Neural Information Processing Systems 

We theoretically study the landscape of the training error for neural networks in overparameterized cases.

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