Andrea Passarella

Latest

• Anomaly Detection through Unsupervised Federated Learning
• Dynamic hard pruning of neural networks at the edge of the internet
• Centralised vs decentralised anomaly detection: when local and imbalanced data are beneficial
• Optimising cost vs accuracy of decentralised analytics in Fog computing environments
• Apprendimento di Reti Neurali su Dispositivi a Risorse Limitate
• Apprendimento distribuito e federato basato su Hypothesis Transfer Learning
• Efficient Distributed Learning in 5G Fog Computing Environments
• Hypothesis Transfer Learning for Distributed Knowledge Extraction by Intelligent Machines
• Learning Effective Neural Networks on Resource-Constrained Devices
• Energy efficient distributed analytics at the edge of the network for IoT environments
• A communication efficient distributed learning framework for smart environments
• Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach
• Accuracy vs. traffic trade-off of Learning IoT Data Patterns at the Edge with Hypothesis Transfer Learning
• Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks
• Here&now: data-centric local social interactions through opportunistic networks
• Hypothesis transfer learning for efficient data computing in smart cities environments
• Stratégie d'apprentissage pour le multicast LTE avec communications D2D
• A joint multicast/D2D learning-based approach to LTE traffic offloading
• Cellular traffic offloading via Opportunistic Networking with Reinforcement Learning
• Offloading cellular traffic with opportunistic networks: a feasibility study
• Scalable data dissemination in opportunistic networks through cognitive methods
• Adaptive data offloading in opportunistic networks through an actor-critic learning method
• A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks
• A local algorithm for detecting community structures in dynamic networks
• Autonomic Cognitive-based Data Dissemination in Opportunistic Networks