A Cobweb-style symbolic concept learner and a neural soft decision tree are presented as interchangeable 'neuro-symbolic pairs' over taxonomic networks, with complementary data and compute tradeoffs.
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Taxonomic Networks: A Representation for Neuro-Symbolic Pairing
A Cobweb-style symbolic concept learner and a neural soft decision tree are presented as interchangeable 'neuro-symbolic pairs' over taxonomic networks, with complementary data and compute tradeoffs.