3min chapter

Machine Learning Street Talk (MLST) cover image

#71 - ZAK JOST (Graph Neural Networks + Geometric DL) [UNPLUGGED]

Machine Learning Street Talk (MLST)

CHAPTER

The Paradox of Machine Learning

If you have too much bias in your model is well witked, it can actually make you worse on average. This is getting to why we need to have several equiverant layerspermutation,. You would actually need to effectively perform message passing a discreet number of times in order to detect that structure effectively rit the number of gandinleers. There are some architectures that do things differently but ingeneral, one g an inlayer is one stage of message passing. And if the information you need is a five or six steps away, then you need five or six ganinlayers if you're just following the kind of standard approach.

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