Filippo Vannella

According to our database, Filippo Vannella authored at least 12 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Bandit Methods for Network Optimization: Safety, Exploration, and Coordination ; Banditmetoder för Nätverksoptimering: Säkerhet, Utforskning och Koordinering.

Filippo Vannella

PhD thesis, 2023

Off-Policy Learning in Contextual Bandits for Remote Electrical Tilt Optimization.

Filippo Vannella, Jaeseong Jeong, Alexandre Proutière

IEEE Trans. Veh. Technol., 2023

mmWave Beam Selection in Analog Beamforming Using Personalized Federated Learning.

Martin Isaksson, Filippo Vannella, David Sandberg, Rickard Cöster

CoRR, 2023

Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits.

Filippo Vannella, Alexandre Proutière, Jaeseong Jeong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Best Arm Identification in Multi-Agent Multi-Armed Bandits.

Filippo Vannella, Alexandre Proutière, Jaeseong Jeong

Proceedings of the International Conference on Machine Learning, 2023

2022

Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach.

Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong

Proceedings of the IEEE INFOCOM 2022, 2022

A Graph Attention Learning Approach to Antenna Tilt Optimization.

Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim

Proceedings of the 1st International Conference on 6G Networking, 2022

2021

Remote Electrical Tilt Optimization via Safe Reinforcement Learning.

Filippo Vannella, Grigorios Iakovidis, Ezeddin Al Hakim, Erik Aumayr, Saman Feghhi

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

A Safe Reinforcement Learning Architecture for Antenna Tilt Optimisation.

Erik Aumayr, Saman Feghhi, Filippo Vannella, Ezeddin Al Hakim, Grigorios Iakovidis

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

2020

Safe Reinforcement Learning for Antenna Tilt Optimisation using Shielding and Multiple Baselines.

Saman Feghhi, Erik Aumayr, Filippo Vannella, Ezeddin Al Hakim, Grigorios Iakovidis

CoRR, 2020

Off-policy Learning for Remote Electrical Tilt Optimization.

Filippo Vannella, Jaeseong Jeong, Alexandre Proutière

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

2018

Conversational Support for Education.

Damla Ezgi Akcora, Andrea Belli, Marina Berardi, Stella Casola, Nicoletta Di Blas, Stefano Falletta, Alessandro Faraotti, Luca Lodi, Daniela Nossa Diaz, Paolo Paolini, Fabrizio Renzi, Filippo Vannella

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018