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Nicolo’ Dal Fabbro
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Year
SHARP: Environment and person independent activity recognition with commodity IEEE 802.11 access points
F Meneghello, D Garlisi, N Dal Fabbro, I Tinnirello, M Rossi
IEEE Transactions on Mobile Computing, 2022
34*2022
SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing
N Dal Fabbro, S Dey, M Rossi, L Schenato
Automatica 160, 111460, 2024
92024
Model-free radio map estimation in massive MIMO systems via semi-parametric Gaussian regression
N Dal Fabbro, M Rossi, G Pillonetto, L Schenato, G Piro
IEEE Wireless Communications Letters 11 (3), 473 - 477, 2022
62022
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels
F Meneghello, N Dal Fabbro, D Garlisi, I Tinnirello, M Rossi
IEEE Communications Magazine, 2023
52023
Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling
N Dal Fabbro, A Mitra, GJ Pappas
IEEE Control Systems Letters, 2023
32023
Anonymous federated learning via named-data networking
A Agiollo, E Bardhi, M Conti, N Dal Fabbro, R Lazzeretti
Future Generation Computer Systems 152, 288-303, 2024
12024
Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling
A Adibi, N Dal Fabbro, L Schenato, S Kulkarni, HV Poor, GJ Pappas, ...
International Conference on Artificial Intelligence and Statistics (AISTATSá…, 2024
2024
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated Learning
L Ballotta, N Dal Fabbro, G Perin, L Schenato, M Rossi, G Piro
arXiv preprint arXiv:2311.18741, 2023
2023
Q-SHED: Distributed Optimization at the Edge via Hessian Eigenvectors Quantization
N Dal Fabbro, M Rossi, L Schenato, S Dey
IEEE International Conference on Communications (ICC), 2023
2023
Over-the-Air Federated TD Learning
N Dal Fabbro, A Mitra, R Heath, L Schenato, GJ Pappas
MLSys 2023 Workshop on Resource-Constrained Learning in Wireless Networks, 2023
2023
Wi-Fi channel frequency response database for contactless human activity recognition
F Meneghello, D Garlisi, N Dal Fabbro, I Tinnirello, M Rossi
Research Data Unipd, 2022
2022
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