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• W2892675615 abstract "We identify a class of over-parameterized deep neural networks with standard activation functions and cross-entropy loss which provably have no bad local valley, in the sense that from any point in parameter space there exists a continuous path on which the cross-entropy loss is non-increasing and gets arbitrarily close to zero. This implies that these networks have no sub-optimal strict local minima." @default.
• W2892675615 created "2018-10-05" @default.
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• W2892675615 creator A5025830560 @default.
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• W2892675615 date "2018-09-27" @default.
• W2892675615 modified "2023-10-02" @default.
• W2892675615 title "On the loss landscape of a class of deep neural networks with no bad local valleys" @default.
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• W2892675615 hasPublicationYear "2018" @default.
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