5 citations · 12 across the 6 of their papers we have counts for
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cs.LG2023★ 1 cited
Verifying Properties of Tsetlin Machines
Emilia Przybysz, Bimal Bhattarai, Cosimo Persia +3
Tsetlin Machines (TsMs) are a promising and interpretable machine learning method which can be applied for various classification tasks. We present an exact encoding of TsMs into p…
cs.LG2022★ 3 cited
Extracting Rules from Neural Networks with Partial Interpretations
Cosimo Persia, Ana Ozaki
We investigate the problem of extracting rules, expressed in Horn logic, from neural network models. Our work is based on the exact learning model, in which a learner interacts wit…