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Somehow I have never heard of Tsetlin machines before this. Are you talking about this https://ai.facebook.com/blog/the-first-high-performance-self... result by MetaAI?



Probably not. Tsetlin machines have logic expressions instead of weights in NN, so it's easy to interpret them. I guess some meta algorithm could maybe work on top of them.

https://arxiv.org/abs/2102.10952

EDIT: Missread, I meant this from meta https://arxiv.org/abs/2105.04906 - not sure how much it's productised




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