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06/23/2023
Social AI and the Challenges of the Human-AI Ecosystem
The rise of large-scale socio-technical systems in which humans interact...
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11/25/2022
Dense Hebbian neural networks: a replica symmetric picture of supervised learning
We consider dense, associative neural-networks trained by a teacher (i.e...
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11/25/2022
Dense Hebbian neural networks: a replica symmetric picture of unsupervised learning
We consider dense, associative neural-networks trained with no supervisi...
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07/04/2022
How Routing Strategies Impact Urban Emissions
Navigation apps use routing algorithms to suggest the best path to reach...
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12/08/2020
Predicting seasonal influenza using supermarket retail records
Increased availability of epidemiological data, novel digital data strea...
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11/08/2020
FairLens: Auditing Black-box Clinical Decision Support Systems
The pervasive application of algorithmic decision-making is raising conc...
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06/04/2020
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy
We describe in this report our studies to understand the relationship be...
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04/23/2020
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown
Understanding collective mobility patterns is crucial to plan the restar...
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04/10/2020
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
The rapid dynamics of COVID-19 calls for quick and effective tracking of...
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01/27/2020
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space
We present an approach to explain the decisions of black box models for ...
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06/26/2018
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
Black box systems for automated decision making, often based on machine ...
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05/28/2018
Local Rule-Based Explanations of Black Box Decision Systems
The recent years have witnessed the rise of accurate but obscure decisio...
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03/06/2018
Algorithmic bias amplifies opinion polarization: A bounded confidence model
The flow of information reaching us via the online media platforms is op...
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02/14/2018
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance
The problem of rating the performance of soccer players is attracting th...
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02/06/2018
A Survey Of Methods For Explaining Black Box Models
In the last years many accurate decision support systems have been const...
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12/05/2017
Human Perception of Performance
Humans are routinely asked to evaluate the performance of other individu...
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10/12/2015