Search Results for author: Cosimo Persia

Found 4 papers, 1 papers with code

Verifying Properties of Tsetlin Machines

1 code implementation25 Mar 2023 Emilia Przybysz, Bimal Bhattarai, Cosimo Persia, Ana Ozaki, Ole-Christoffer Granmo, Jivitesh Sharma

Then, we show the correctness of our encoding and provide results for the properties: adversarial robustness, equivalence, and similarity of TsMs.

Adversarial Robustness Interpretable Machine Learning +2

Extracting Rules from Neural Networks with Partial Interpretations

no code implementations1 Apr 2022 Cosimo Persia, Ana Ozaki

We investigate the problem of extracting rules, expressed in Horn logic, from neural network models.

On the Learnability of Possibilistic Theories

no code implementations6 May 2020 Cosimo Persia, Ana Ozaki

We investigate learnability of possibilistic theories from entailments in light of Angluin's exact learning model.

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