"It would be easier to design deep nets if we could talk about the action of each of its layers the way we talk about the action of an optical element on the light that passes through it." http://www.argmin.net/2018/01/25/optics/ …
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"[N]ewcomers to our field [are] equipp[ed] with little more than folklore [and] then asking them to innovate. We can barely agree on the phenomena that we should be explaining away. I think we’re far from teaching this stuff in high schools." http://www.argmin.net/2018/01/25/optics/ …
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"I have started a massive empirical effort to catalogue mental models that are ambient in our field, to formalize them, and to then validate them with experiments. [...] I think it’s the first step to developing a layered mental model of deep learning" http://www.argmin.net/2018/01/25/optics/ …
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This is so good
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