Search Results for author: Takamasa Okudono

Found 2 papers, 1 papers with code

Genetic Algorithm for the Weight Maximization Problem on Weighted Automata

1 code implementation11 Apr 2020 Elena Gutiérrez, Takamasa Okudono, Masaki Waga, Ichiro Hasuo

In this work, we propose, implement and evaluate a metaheuristic based on genetic algorithms to approximate solutions to the WMP.

Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces

no code implementations5 Apr 2019 Takamasa Okudono, Masaki Waga, Taro Sekiyama, Ichiro Hasuo

We present a method to extract a weighted finite automaton (WFA) from a recurrent neural network (RNN).

regression

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