Claudio Battiloro

Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning

Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi et al. · IEEE Transactions on Green Communications and Networking · 2022 · 44 citations · Full text

Wireless Network Edge, Edge Resources, Machine Learning +15

Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization

Paolo Di Lorenzo, Mattia Merluzzi, Francesco Binucci et al. · IEEE Internet of Things Magazine · 2023 · 22 citations · Full text

Cell Attention Networks

Lorenzo Giusti, Claudio Battiloro, Lucia Testa et al. · 2023 · 21 citations

Geometric Learning, Convolutional Neural Network, Graph Representation Learning +20

Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge

Paolo Di Lorenzo, Claudio Battiloro, Mattia Merluzzi et al. · 2021 · 17 citations

Wireless Network Edge, Engineering, Machine Learning +16

Generalized Simplicial Attention Neural Networks

Claudio Battiloro, Lucia Testa, Lorenzo Giusti et al. · IEEE Transactions on Signal and Information Processing over Networks · 2024 · 17 citations