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Feb, 2024
从循环神经网络进行的各种符号规则提取方法的稳定性分析
Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network
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Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali
TL;DR
通过分析量化和等价查询两种竞争的规则提取方法,我们发现基于量化的O2RNN规则提取方法在性能和稳定性方面优于其他方法。
Abstract
This paper analyzes two competing
rule extraction
methodologies:
quantization
and
equivalence query
. We trained $3600$
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