46 citations · 169 across the 26 of their papers we have counts for
4 papers · 1 filter
Risk-Aware Continuous Control with Neural Contextual Bandits
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Perez
Recent advances in learning techniques have garnered attention for their applicability to a diverse range of real-world sequential decision-making problems. Yet, many practical app…
Indoor Millimeter Wave Localization using Multiple Self-Supervised Tiny Neural Networks
Anish Shastri, Andres Garcia-Saavedra, Paolo Casari
We consider the localization of a mobile millimeter-wave client in a large indoor environment using multilayer perceptron neural networks (NNs). Instead of training and deploying a…
AIRIC: Orchestration of Virtualized Radio Access Networks with Noisy Neighbours
J. Xavier Salvat Lozano, Andres Garcia-Saavedra, Xi Li +1
Radio Access Networks virtualization (vRAN) is on its way becoming a reality driven by the new requirements in mobile networks, such as scalability and cost reduction. Unfortunatel…
A Leakage-based Method for Mitigation of Faulty Reconfigurable Intelligent Surfaces
N. Moghadas Gholian, M. Rossanese, P. Mursia +4
Reconfigurable Intelligent Surfaces (RISs) are expected to be massively deployed in future beyond-5th generation wireless networks, thanks to their ability to programmatically alte…