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

Yann N. Dauphin, Razvan Pascanu, Çaglar Gülçehre, KyungHyun Cho, Surya Ganguli, Yoshua Bengio. Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. In Zoubin Ghahramani, Max Welling, Corinna Cortes, Neil D. Lawrence, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada. pages 2933-2941, 2014. [doi]

Authors

Yann N. Dauphin

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Razvan Pascanu

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Çaglar Gülçehre

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KyungHyun Cho

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Surya Ganguli

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Yoshua Bengio

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