An Information Theoretic Approach to the Autoencoder. - Vincenzo Crescimanna; Bruce Graham (INNSBDDL, 2019)

Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-Oriented Survey of the State-of-the-Art in the Cloud Era. - Ales Zamuda; Vincenzo Crescimanna; Juan C. Burguillo; Joana Matos Dias; Katarzyna Wegrzyn-Wolska; Imen Rached; Horacio González-Vélez; Roman Senkerik; Claudia Pop; Tudor Cioara; Ioan Salomie; Andrea Bracciali (High-Performance Modelling and Simulation for Big Data Applications, 2019)

The Variational InfoMax AutoEncoder. - Vincenzo Crescimanna; Bruce Graham (IJCNN, 2020)

The Variational InfoMax Learning Objective. - Vincenzo Crescimanna; Bruce Graham (CoRR, 2020)