李宏毅深度学习理论(国语)

1.5万
48
2018-05-27 17:27:19
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https://www.youtube.com/playlist?list=PLJV_el3uVTsOh1F5eo9txATa4iww0Kp8K 【李宏毅深度学习理论(国语)】“Deep Learning Theory” by 李宏毅 https://www.youtube.com/playlist?list=PLJV_el3uVTsOh1F5eo9txATa4iww0Kp8K
新浪微博 @爱可可-爱生活 http://weibo.com/fly51fly
视频选集
(3/10)
1-1.Can shallow network fit any function?
36:48
1-2.Potential of Deep
56:09
1-3.Is Deep better than Shallow?
26:17
2-1.When Gradient is Zero
01:17:28
2-2.Deep Linear Network
31:28
2-3.Does Deep Network have Local Minima?
17:39
2-4.Geometry of Loss Surfaces (Conjecture)
17:05
2-5.Geometry of Loss Surfaces (Empirical)
38:46
3-1.Generalization Capability of Deep Learning
25:38
3-2.Indicator of Generalization
42:56
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