Rajarshi Roy

Machine Learning Link Inference of Noisy Delay-Coupled Networks with Optoelectronic Experimental Tests

2021 · Physical Review X

We devise a machine learning technique to solve the general problem of inferring network links that have time delays using only time series data of the network nodal states. This task has applications in many …

Extracting Context-Free Grammars from Recurrent Neural Networks using Tree-Automata Learning and A* Search

2021 · HAL (Le Centre pour la Communication Scientifique Directe)

International audience