Filippo Vannella
Filippo Vannella
Ericsson Research
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Remote Electrical Tilt Optimization via Safe Reinforcement Learning
F Vannella, G Iakovidis, E Al Hakim, E Aumayr, S Feghhi
IEEE Wireless Communications and Networking Conference (WCNC), 2020
Conversational support for education
DE Akcora, A Belli, M Berardi, S Casola, N Di Blas, S Falletta, A Faraotti, ...
Artificial Intelligence in Education: 19th International Conference, AIEDá…, 2018
Off-policy Learning for Remote Electrical Tilt Optimization
F Vannella, J Jeong, A Proutiere
IEEE Vehicular Technology Conference (VTC-Fall), 2020
A Graph Attention Learning Approach to Antenna Tilt Optimization
Y Jin, F Vannella, M Bouton, J Jeong, EA Hakim
1st International Conference on 6G Networking (6GNet), 2022
A safe reinforcement learning architecture for antenna tilt optimisation
E Aumayr, S Feghhi, F Vannella, E Al Hakim, G Iakovidis
IEEE International Symposium on Personal, Indoor and Mobile Radioá…, 2021
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach
F Vannella, A Proutiere, Y Jedra, J Jeong
IEEE International Conference on Computer Communications (INFOCOM), 2022
Off-policy learning in contextual bandits for remote electrical tilt optimization
F Vannella, J Jeong, A Proutiere
IEEE Transactions on Vehicular Technology, 2022
Best Arm Identification in Multi-Agent Multi-Armed Bandits
F Vannella, A Proutiere, J Jeong
International Conference on Machine Learning (ICML), 2023
Learning Methods for Antenna Tilt Optimization
F Vannella
KTH Royal Institute of Technology, 2021
Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits
F Vannella, A Proutiere, J Jeong
Advances in Neural Information Processing Systems, 2024
mmWave Beam Selection in Analog Beamforming Using Personalized Federated Learning
M Isaksson, F Vannella, D Sandberg, R C÷ster
arXiv preprint arXiv:2310.00406, 2023
The Traits of the Innovator: Five-Factor Model Analysis and Exemplification
F Vannella
SocArXiv, 2020
Bandit Methods for Network Optimization: Safety, Exploration, and Coordination
F Vannella
KTH Royal Institute of Technology, 2023
Methods for controlling a configuration parameter in a telecommunications network and related apparatus
J Jeong, F Vannella, R Correia, V Verbulskii
US Patent App. 17/774,124, 2022
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