2 papers
cs.LG2023
Tackling Computational Heterogeneity in FL: A Few Theoretical Insights
Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis
The future of machine learning lies in moving data collection along with training to the edge. Federated Learning, for short FL, has been recently proposed to achieve this goal. Th…
cs.CG2023
Adversarial Path Planning for Optimal Camera Positioning
Gaia Carenini, Alexandre Duplessis
The use of visual sensors is flourishing, driven among others by the several applications in detection and prevention of crimes or dangerous events. While the problem of optimal ca…