Comparing optics to deep networks:
"That’s not because optics is easy. It’s because the mental models in optics are organized well.
Modern optics is taught in layers of abstraction."
h/t @aeronlaffere
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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End of conversation
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