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03/25/2023
Verifying Properties of Tsetlin Machines
Tsetlin Machines (TsMs) are a promising and interpretable machine learni...
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04/01/2022
Extracting Rules from Neural Networks with Partial Interpretations
We investigate the problem of extracting rules, expressed in Horn logic,...
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02/21/2021
Mining EL Bases with Adaptable Role Depth
In Formal Concept Analysis, a base for a finite structure is a set of im...
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05/06/2020
On the Learnability of Possibilistic Theories
We investigate learnability of possibilistic theories from entailments i...
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11/17/2019