PickVidsBrains, Sex, and Machine Learning
推荐理由
If you want a great overview of the dropout technique, watch this tech talk by Hinton
说明
这是2012年由Google TechTalks发布的一部演讲，主题归在Machine learning & deep learning。它讲的是dropout and neural networks这一支里的具体问题，而不是把整个领域扫一遍。适合已经能看懂基本术语、想继续往下走的人。内容上可以概括成：Geoffrey Hinton's Google Tech Talk linking machine learning to biology, explaining dropout as a form of model averaging and why sexual reproduction and stochastic spiking neurons may prevent overfitting.这些读者给出的理由，核心是：Recommended as a simple, elegant explanation of dropout and its connection to how the brain works.讲法不绑某一条新闻，过几年仍然可以当材料看。从2012年到2017年，有7位不同的读者在5个不同月份把它推荐出来，其中明确叫别人去看的有3次。适合一次性看完。讲者把一个判断讲透，演示是在给这个判断配例子。如果已经会了基本定义，就把注意力放在它怎么把dropout and neural networks变成能跟着复述的例子。
视频信息
- 频道
- Google TechTalks
- 时长
- 1 小时 0 分
- 发布年份
- 2012
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