Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network

Neisarg Dave, Daniel Kifer, C. Lee Giles +1

This paper analyzes two competing rule extraction methodologies: quantization and equivalence query. We trained $3600$ RNN models, extracting $18000$ DFA with a quantization approa…