Open Problem: The landscape of the loss surfaces of multilayer networks

COLT, 2015.

Cited by: 97|Views94
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Abstract:

Deep learning has enjoyed a resurgence of interest in the last few years for such applications as image and speech recognition, or natural language processing. The vast majority of practical applications of deep learning focus on supervised learning, where the supervised loss function is minimized using stochastic gradient descent. The pr...More

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