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Nicolo’ Dal Fabbro
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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 22 (10), 6160-6175, 2022
63*2022
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 61 (9), 146-152, 2023
182023
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
142024
Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling
N Dal Fabbro, A Mitra, GJ Pappas
IEEE Control Systems Letters 7, 2461-2466, 2023
132023
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
82022
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, 2746-2754, 2024
72024
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
32024
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
3*2023
DASA: Delay-Adaptive Multi-Agent Stochastic Approximation
N Dal Fabbro*, A Adibi*, HV Poor, SR Kulkarni, A Mitra, GJ Pappas
IEEE CDC, 2024
2*2024
Conformal Risk Minimization with Variance Reduction
S Noorani, O Romero, N Dal Fabbro, H Hassani, GJ Pappas
arXiv preprint arXiv:2411.01696, 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
IEEE Transactions on Vehicular Technology, 2024
2024
Finite-Time Analysis of Asynchronous Multi-Agent TD Learning
N Dal Fabbro, A Adibi, A Mitra, GJ Pappas
2024 American Control Conference (ACC), 2090-2097, 2024
2024
Q-SHED: Distributed Optimization at the Edge via Hessian Eigenvectors Quantization
N Dal Fabbro, M Rossi, L Schenato, S Dey
ICC 2023-IEEE International Conference on Communications, 4403-4408, 2023
2023
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