2 papers
cs.LG2020
Distance and Equivalence between Finite State Machines and Recurrent Neural Networks: Computational results
Reda Marzouk, Colin de la Higuera
The need of interpreting Deep Learning (DL) models has led, during the past years, to a proliferation of works concerned by this issue. Among strategies which aim at shedding some…
cs.FL2018
Learning Unions of k-Testable Languages
Alexis Linard, Colin de la Higuera, Frits Vaandrager
A classical problem in grammatical inference is to identify a language from a set of examples. In this paper, we address the problem of identifying a union of languages from exampl…