Identifying and attacking the saddle point problem in high-dimensional non-convex optimization

Yann N. Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli, Yoshua Bengio

Neural Information Processing Systems 

W e apply this algorithm to deep or recurrent neural network training, and provide numerical evidence for its superior optimization performance.

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