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Evolving AI Systems Gracefully with Stefano Soatto - #502
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
The Immatureness of Machine Learning
Deep learning is a reminder of how immature machine learning is, says Andrew Keen. But there are many fascinating phenomena that arise when you start observing the behavior of these networks. We have an iso arorate surface where all models are equivalent in terms of aro rate but you can move along the surface in ty dimensional space to make sure that your model does not make as few mistakes as that were not made yt the previous mob it. So this was the first time we realized that, ok, this is yet another performance griterio that does not impinge on the existing one that we know and know how to optimise.
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