40 citations · 71 across the 6 of their papers we have counts for
4 papers · 1 filter
FairLens: Auditing Black-box Clinical Decision Support Systems
Cecilia Panigutti, Alan Perotti, Andrè Panisson +2
The pervasive application of algorithmic decision-making is raising concerns on the risk of unintended bias in AI systems deployed in critical settings such as healthcare. The dete…
Facebook Ads: Politics of Migration in Italy
Arthur Capozzi, Gianmarco De Francisci Morales, Yelena Mejova +3
Targeted online advertising is on the forefront of political communication, allowing hyper-local advertising campaigns around elections and issues. In this study, we employ a new r…
Time-varying Graph Representation Learning via Higher-Order Skip-Gram with Negative Sampling
Simone Piaggesi, André Panisson
Representation learning models for graphs are a successful family of techniques that project nodes into feature spaces that can be exploited by other machine learning algorithms. S…
Collective response to the media coverage of COVID-19 Pandemic on Reddit and Wikipedia
Nicolò Gozzi, Michele Tizzani, Michele Starnini +4
The exposure and consumption of information during epidemic outbreaks may alter risk perception, trigger behavioural changes, and ultimately affect the evolution of the disease. It…