Providing theoretical learning guarantees to Deep Learning Networks

Rodrigo Fernandes de Mello, Martha Dais Ferreira, Moacir Antonelli Ponti

Deep Learning (DL) is one of the most common subjects when Machine Learning and Data Science approaches are considered. There are clearly two movements related to DL: the first agg…