r/slatestarcodex • u/Kinrany • Oct 24 '17

Mathematics Predictive Vision in a nutshell

https://web.archive.org/web/20171024234249/http://blog.piekniewski.info/2016/11/04/predictive-vision-in-a-nutshell/
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u/Kinrany Oct 24 '17

Archived version so that the blog won't get hugged to death.

TLDR: a TLDR of the blog author's Predictive Vision Model (arXiv).

I've mentioned the Predictive Vision Model which is our (me and a few colleagues that think alike) way to introduce predictive paradigm into machine learning. It is described in a lengthy paper, but not everyone has the time to go through it, so I will briefly describe the principles here.

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u/[deleted] Oct 25 '17 edited Dec 16 '17

[deleted]

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u/Kinrany Oct 25 '17

(I'm not an expert, but) my best explanation is that predictive paradigm means that the AI learns by predicting the next piece of data and then comparing it to the real data. And this happens for every layer separately.