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Gradient Descent Learns One-hidden-layer CNN Don’t be Afraid of Spurious Local Minima

GradientDescentLearnsOne-hidden-layerCNN:Don’tbeAfraidofSpuriousLocalMinimaSimonS.Du1JasonD.Lee2YuandongTian3Barnaba´sPo´czos1AartiSingh1Abstractfully.WhysuchsimplemethodsinlearningDCNNissuc-ces...

2023-11-13 11:59:40710544.67 KB11

Gradient Descent Learns One-hidden-layer CNN Don’t be Afraid of Spurious Local Minima

Recovery Guarantees for One-hidden-layer Neural Networks