Workshop on machine learning in optical communication systems

Thursday, March 25, 2021, 2pm – 5:30pm
In this joint Digicosme/Gdr-ISIS workshop, we are interested in covering an overview of machine learning (ML) algorithms and applications for optical communication systems and networks.

ML is based on an idea that synthetic or real data can be used to train systems in order to enable them to make decisions or predictions on new unknown data. Most ML algorithms deal with two tasks: regression and classification (or clustering). Although ML is not a new field, recent important increases in computational power and access to abundant quantities of data contributed to the advent of novel ML methods applied in several fields.