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I have only read the abstract of this paper so far. But the idea of minimal graphs representing the dynamics of a system goes back (at least) to the work of Jim
by fghorow 7y ago
I have only read the abstract of this paper so far. But the idea of minimal graphs representing the dynamics of a system goes back (at least) to the work of Jim Crutchfield [http://csc.ucdavis.edu/~chaos/ http://csc.ucdavis.edu/~chaos/] in the '80s.
- domnomnom 7y agoThis is very cool stuff. I really appreciate the link.
- dave-anderson 7y agoThe paper is really novel in terms of embedding the minimal graph into the Transformer for time series forecasting. As far as I know, there is no paper having done that before.