no code implementations • 29 Nov 2023 • Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni
High-dimensional time series data poses challenges due to its dynamic nature, varying lengths, and presence of missing values.
1 code implementation • 12 Jun 2023 • Andrea Cossu, Francesco Spinnato, Riccardo Guidotti, Davide Bacciu
Continual Learning trains models on a stream of data, with the aim of learning new information without forgetting previous knowledge.
no code implementations • 10 Mar 2023 • Angelica Liguori, Luciano Caroprese, Marco Minici, Bruno Veloso, Francesco Spinnato, Mirco Nanni, Giuseppe Manco, Joao Gama
Point Processes provide a natural mathematical framework for modeling these sequences of events.