247 citations · 2.1k across the 45 of their papers we have counts for
47 papers
The Network Limits of Infectious Disease Control via Occupation-Based Targeting
Demetris Avraam, Nick Obradovich, Niccoló Pescetelli +2
Policymakers commonly employ non-pharmaceutical interventions to manage the scale and severity of pandemics. Of non-pharmaceutical interventions, social distancing policies -- desi…
Contact Tracing: Computational Bounds, Limitations and Implications
Quyu Kong, Manuel Garcia-Herranz, Ivan Dotu +1
Contact tracing has been extensively studied from different perspectives in recent years. However, there is no clear indication of why this intervention has proven effective in som…
Social Diffusion Sources Can Escape Detection
Marcin Waniek, Manuel Cebrian, Petter Holme +1
Influencing (and being influenced by) others through social networks is fundamental to all human societies. Whether this happens through the diffusion of rumors, opinions, or virus…
Impossible by Conventional Means: Ten Years on from the DARPA Red Balloon Challenge
Alex Rutherford, Manuel Cebrian, Inho Hong +1
Ten years ago, DARPA launched the 'Network Challenge', more commonly known as the 'DARPA Red Balloon Challenge'. Ten red weather balloons were fixed at unknown locations in the US.…
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning
Ignacio Serna, Aythami Morales, Julian Fierrez +3
We propose a discrimination-aware learning method to improve both accuracy and fairness of biased face recognition algorithms. The most popular face recognition benchmarks assume a…
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics
Ignacio Serna, Aythami Morales, Julian Fierrez +3
The most popular face recognition benchmarks assume a distribution of subjects without much attention to their demographic attributes. In this work, we perform a comprehensive disc…