827 citations
- Consorzio Nazionale Interuniversitario per le TelecomunicazioniIT17 papers
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20 papers · 1 filter
Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor
Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli
The current trend of applying transfer learning from convolutional neural networks (CNNs) trained on large datasets can be an overkill when the target application is a custom and d…
Structural properties in the diffusion of the solar photovoltaic in Italy: individual people/householder vs firms
Franco Flandoli, Fausto Corvino, Marta Leocata +3
This paper develops two mathematical models to understand subjects' behavior in response to the urgency of a change and inputs from governments e.g., (subsides) in the context of t…
Probabilistic amplitude shaping for continuous-variable quantum key distribution with discrete modulation over a wiretap channel
Michele N. Notarnicola, Stefano Olivares, Enrico Forestieri +3
To achieve the maximum information transfer and face a possible eavesdropper, the samples transmitted in continuous-variable quantum key distribution (CV-QKD) protocols are to be d…
On the Nonlinear Shaping Gain with Probabilistic Shaping and Carrier Phase Recovery
Stella Civelli, Emanuele Parente, Enrico Forestieri +1
The performance of different probabilistic amplitude shaping (PAS) techniques in the nonlinear regime is investigated, highlighting its dependence on the PAS block length and the i…
Upgrading the protection of children from manipulative and addictive strategies in online games: Legal and technical solutions beyond privacy regulation
Tommaso Crepax, Jan Tobias Muehlberg
Despite the increasing awareness from academia, civil society and media to the issue of child manipulation online, the current EU regulatory system fails at providing sufficient le…
Disentangling private classes through regularization
Enzo Tartaglione, Francesca Gennari, Marco Grangetto
Deep learning models are nowadays broadly deployed to solve an incredibly large variety of tasks. However, little attention has been devoted to connected legal aspects. In 2016, th…