Publications

Here you can find a consolidated (a.k.a. slowly updated) list of my publications. A frequently updated (and possibly noisy) list of works is available on my Google Scholar profile.

Please find below a short list of highlight publications for my recent activity.

Dual Algorithmic Reasoning

Numeroso, Danilo; Bacciu, Davide; Veličković, Petar

Dual Algorithmic Reasoning Conference

Proceedings of the Eleventh International Conference on Learning Representations (ICLR 2023), 2023, (Notable Spotlight paper).

Abstract | Links | BibTeX

Deep Learning in Biology and Medicine

Bacciu, Davide; Lisboa, Paulo J. G.; Vellido, Alfredo

Deep Learning in Biology and Medicine Book

World Scientific Publisher, 2022, ISBN: 978-1-80061-093-4.

Abstract | Links | BibTeX

Avalanche: an End-to-End Library for Continual Learning

Lomonaco, Vincenzo; Pellegrini, Lorenzo; Cossu, Andrea; Carta, Antonio; Graffieti, Gabriele; Hayes, Tyler L; Lange, Matthias De; Masana, Marc; Pomponi, Jary; van de Ven, Gido; Mundt, Martin; She, Qi; Cooper, Keiland; Forest, Jeremy; Belouadah, Eden; Calderara, Simone; Parisi, German I; Cuzzolin, Fabio; Tolias, Andreas; Scardapane, Simone; Antiga, Luca; Amhad, Subutai; Popescu, Adrian; Kanan, Christopher; van de Weijer, Joost; Tuytelaars, Tinne; Bacciu, Davide; Maltoni, Davide

Avalanche: an End-to-End Library for Continual Learning Workshop

Proceedings of the CVPR 2021 Workshop on Continual Learning , IEEE, 2021.

Links | BibTeX

A Gentle Introduction to Deep Learning for Graphs

Bacciu, Davide; Errica, Federico; Micheli, Alessio; Podda, Marco

A Gentle Introduction to Deep Learning for Graphs Journal Article

In: Neural Networks, vol. 129, pp. 203-221, 2020.

Abstract | Links | BibTeX