Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length

Nur Lan, Emmanuel Chemla, Roni Katzir

Neural networks offer good approximation to many tasks but consistently fail to reach perfect generalization, even when theoretical work shows that such perfect solutions can be ex…