Deep Learning Theory

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2021-03-31 08:10:05
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https://www.youtube.com/playlist?list=PLJV_el3uVTsOh1F5eo9txATa4iww0Kp8K 转载李宏毅老师课程 deep learning theory
视频选集
(1/10)
Deep Learning Theory 1-1- Can shallow network fit any function-
36:48
Deep Learning Theory 1-2- Potential of Deep
56:08
Deep Learning Theory 1-3- Is Deep better than Shallow-
26:17
Deep Learning Theory 2-1- When Gradient is Zero
01:17:28
Deep Learning Theory 2-2- Deep Linear Network
31:29
Deep Learning Theory 2-3- Does Deep Network have Local Minima-
17:39
Deep Learning Theory 2-4- Geometry of Loss Surfaces (Conjecture)
17:05
Deep Learning Theory 2-5- Geometry of Loss Surfaces (Empirical)
38:45
Deep Learning Theory 3-1- Generalization Capability of Deep Learning
25:38
Deep Learning Theory 3-2- Indicator of Generalization
42:55
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