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Paper

Information Lattice Learning as Probabilistic Graphical Model Structure Learning

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AI summary

arXiv:2606. 19366v1 Announce Type: new Abstract: Information lattice learning (ILL) learns interpretable rules of a signal by alternately projecting the signal onto a partition lattice that encodes a hierarchy of abstractions and lifting selected rules back to the signal domain.