Lorenzo Valerio

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 32

Top Topics

Computing Environments

Network Topologies

Distributed Learning

Top Venues

Comput. Commun.

Pervasive Mob. Comput.

Publications

Saira Bano, Pietro Cassarà, Lorenzo Valerio
Variational Autoencoders for Noise Resistant Traffic Generation in B5G Networks. MeditCom (2024)
Arash Badie Modiri, Chiara Boldrini, Lorenzo Valerio, János Kertész, Márton Karsai
Initialisation and Topology Effects in Decentralised Federated Learning. CoRR (2024)
Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti, János Kertész
Robustness of Decentralised Learning to Nodes and Data Disruption. CoRR (2024)
Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
Impact of network topology on the performance of Decentralized Federated Learning. CoRR (2024)
Luigi Palmieri, Lorenzo Valerio, Chiara Boldrini, Andrea Passarella
The effect of network topologies on fully decentralized learning: a preliminary investigation. CoRR (2023)
Mirko Nardi, Lorenzo Valerio, Andrea Passarella
Communication Costs Analysis of Unsupervised Federated Learning: an Anomaly Detection Scenario. Ital-IA (2023)
Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios. CoRR (2023)
Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios. ICT-DM (2023)
Luigi Palmieri, Lorenzo Valerio, Chiara Boldrini, Andrea Passarella
The effect of network topologies on fully decentralized learning: a preliminary investigation. NetAISys@MobiSys (2023)
Lorenzo Valerio, Chiara Boldrini, Andrea Passarella, János Kertész, Márton Karsai, Gerardo Iñiguez
Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity. CoRR (2023)
Lorenzo Valerio, Andrea Passarella, Marco Conti
Optimising Cost vs Accuracy of Decentralised Analytics in Fog Computing Environments. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks. CoRR (2022)
Mirko Nardi, Lorenzo Valerio, Andrea Passarella
Anomaly Detection through Unsupervised Federated Learning. CoRR (2022)
Saira Bano, Achilles Machumilane, Lorenzo Valerio, Pietro Cassarà, Alberto Gotta
Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks. CoRR (2022)
Mirko Nardi, Lorenzo Valerio, Andrea Passarella
Anomaly Detection Through Unsupervised Federated Learning. MSN (2022)
Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
Dynamic hard pruning of Neural Networks at the edge of the internet. J. Netw. Comput. Appl. 200 (2022)
Pietro Cassarà, Alberto Gotta, Lorenzo Valerio
Federated Feature Selection for Cyber-Physical Systems of Systems. IEEE Trans. Veh. Technol. 71 (9) (2022)
Pietro Cassarà, Alberto Gotta, Lorenzo Valerio
Federated Feature Selection for Cyber-Physical Systems of Systems. CoRR (2021)
Mirko Nardi, Lorenzo Valerio, Andrea Passarella
Centralised vs decentralised anomaly detection: when local and imbalanced data are beneficial. LIDTA@ECML/PKDD (2021)
Lorenzo Valerio, Andrea Passarella, Marco Conti
A communication efficient distributed learning framework for smart environments. CoRR (2021)
Lorenzo Valerio, Marco Conti, Andrea Passarella
Energy efficient distributed analytics at the edge of the network for IoT environments. CoRR (2021)
Lorenzo Valerio, Raffaele Bruno, Andrea Passarella
Cellular traffic offloading via Opportunistic Networking with Reinforcement Learning. CoRR (2021)
Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
Dynamic Hard Pruning of Neural Networks at the Edge of the Internet. CoRR (2020)
Lorenzo Valerio, Andrea Passarella, Marco Conti
Optimising cost vs accuracy of decentralised analytics in fog computing environments. CoRR (2020)
Lorenzo Valerio, Marco Conti, Andrea Passarella
Energy efficient distributed analytics at the edge of the network for IoT environments. Pervasive Mob. Comput. 51 (2018)
Lorenzo Valerio, Andrea Passarella, Marco Conti
Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach. WoWMoM (2017)
Lorenzo Valerio, Andrea Passarella, Marco Conti
A communication efficient distributed learning framework for smart environments. Pervasive Mob. Comput. 41 (2017)
Lorenzo Valerio, Matteo Mordacchini
Special Section on Opportunistic Communication and Computation. Comput. Commun. 96 (2016)
Lorenzo Valerio, Andrea Passarella, Marco Conti
Accuracy vs. traffic trade-off of learning IoT data patterns at the edge with hypothesis transfer learning. RTSI (2016)
Teemu Kärkkäinen, Paul Houghton, Lorenzo Valerio, Andrea Passarella, Jörg Ott
Here&now: data-centric local social interactions through opportunistic networks: demo. CHANTS@MOBICOM (2016)
Lorenzo Valerio, Andrea Passarella, Marco Conti
Hypothesis Transfer Learning for Efficient Data Computing in Smart Cities Environments. SMARTCOMP (2016)
Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks. Comput. Commun. 81 (2016)
Elena Pagani, Lorenzo Valerio, Gian Paolo Rossi
Weak social ties improve content delivery in behavior-aware opportunistic networks. Ad Hoc Networks 25 (2015)
Lorenzo Valerio, F. Ben Abdesslemy, A. Lindgreny, Raffaele Bruno, Andrea Passarella, M. Luoto
Offloading cellular traffic with opportunistic networks: a feasibility study. Med-Hoc-Net (2015)
Lorenzo Valerio, Filippo Consolo, Danny Bluestein, Phat L. Tran, Marvin J. Slepian, Alberto Redaelli, Federico Pappalardo
Shear-mediated platelet activation in patients implanted with continuous flow LVADs: A preliminary study utilizing the platelet activity state (PAS) assay. EMBC (2015)
Filippo Rebecchi, Lorenzo Valerio, Raffaele Bruno, Vania Conan, Marcelo Dias de Amorim, Andrea Passarella
A joint multicast/D2D learning-based approach to LTE traffic offloading. Comput. Commun. 72 (2015)
Lorenzo Valerio, Andrea Passarella, Marco Conti, Elena Pagani
Scalable data dissemination in opportunistic networks through cognitive methods. Pervasive Mob. Comput. 16 (2015)
Lorenzo Valerio, Raffaele Bruno, Andrea Passarella
Cellular traffic offloading via opportunistic networking with reinforcement learning. Comput. Commun. 71 (2015)
Lorenzo Valerio, Raffaele Bruno, Andrea Passarella
Adaptive data offloading in opportunistic networks through an actor-critic learning method. CHANTS@MobiCom (2014)
Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks. WOWMOM (2013)
Emanuele Massaro, Lorenzo Valerio, Andrea Guazzini, Andrea Passarella, Franco Bagnoli
A local algorithm for detecting community structures in dynamic networks. CoRR (2013)
Emanuele Massaro, Andrea Guazzini, Lorenzo Valerio, Andrea Passarella, Franco Bagnoli
Application of a Cognitive-Inspired Algorithm for Detecting Communities in Mobility Networks. CGC (2013)
Lorenzo Valerio, Marco Conti, Elena Pagani, Andrea Passarella
Autonomic cognitive-based data dissemination in Opportunistic Networks. WOWMOM (2013)
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
Kinetic Morphogenesis of a Multilayer Perceptron. IJCCI (NCTA) (2011)
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
Training a network of mobile neurons. IJCNN (2011)
Bruno Apolloni, Simone Bassis, Elena Pagani, Gian Paolo Rossi, Lorenzo Valerio
Mobility Timing for Agent Communities, a Cue for Advanced Connectionist Systems. IEEE Trans. Neural Networks 22 (12) (2011)
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
A unified learning space for a network of mobile neurons. WIRN (2011)
Paolo Meroni, Elena Pagani, Gian Paolo Rossi, Lorenzo Valerio
An opportunistic platform for Android-based mobile devices. MobiOpp (2010)
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
Toward a space-time mobility model for social communities. WIRN (2009)
Dario Malchiodi, Simone Bassis, Lorenzo Valerio
Discovering regression data quality through clustering methods. WIRN (2008)