Lorenzo Valerio

66 papers B 4C 3Journal 39Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Coordination-free decentralised federated learning in pervasive networks: Overcoming heterogeneity. Pervasive Mob. Comput. Lorenzo Valerio, Chiara Boldrini, Andrea Passarella, János Kertész, Márton Karsai, Gerardo Iñiguez
2026	J	`jnl`	DecHW: Heterogeneous Decentralized Federated Learning Exploiting Second-Order Information. CoRR Adnan Ahmad, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
2026	J	`jnl`	EARL: Energy-Aware Optimization of Liquid State Machines for Pervasive AI. CoRR Zain Iqbal, Lorenzo Valerio
2026	J	`jnl`	Federated clustering: An unsupervised cluster-wise training for decentralized data distributions. Future Gener. Comput. Syst. Mirko Nardi, Lorenzo Valerio, Andrea Passarella
2025	—	`conf`	Agent Meets World: Learning Causality Through Repeated Autonomous Interventions. HHAI Matteo Gregorini, Chiara Boldrini, Lorenzo Valerio
2025	B	`conf`	DODO: Causal Structure Learning with Budgeted Interventions. IEEE Big Data Matteo Gregorini, Chiara Boldrini, Lorenzo Valerio
2025	J	`jnl`	DODO: Causal Structure Learning with Budgeted Interventions. CoRR Matteo Gregorini, Chiara Boldrini, Lorenzo Valerio
2025	—	`conf`	Improving Communication-Efficiency for Decentralized Federated Clustering. MLSP Mirko Nardi, Lorenzo Valerio
2025	J	`jnl`	Initialisation and network effects in decentralised federated learning. Appl. Netw. Sci. Arash Badie Modiri, Chiara Boldrini, Lorenzo Valerio, János Kertész, Márton Karsai
2025	J	`jnl`	Robustness of decentralised learning to nodes and data disruption. Comput. Commun. Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti, János Kertész
2025	B	`conf`	The Built-In Robustness of Decentralized Federated Averaging to Bad Data. IJCNN Samuele Sabella, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
2025	J	`jnl`	The Built-In Robustness of Decentralized Federated Averaging to Bad Data. CoRR Samuele Sabella, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
2024	J	`jnl`	FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher. CoRR Alessio Mora, Lorenzo Valerio, Paolo Bellavista, Andrea Passarella
2024	J	`jnl`	Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributions. CoRR Mirko Nardi, Lorenzo Valerio, Andrea Passarella
2024	J	`jnl`	Impact of network topology on the performance of Decentralized Federated Learning. Comput. Networks Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
2024	J	`jnl`	Impact of network topology on the performance of Decentralized Federated Learning. CoRR Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
2024	J	`jnl`	Initialisation and Topology Effects in Decentralised Federated Learning. CoRR Arash Badie Modiri, Chiara Boldrini, Lorenzo Valerio, János Kertész, Márton Karsai
2024	J	`jnl`	Robustness of Decentralised Learning to Nodes and Data Disruption. CoRR Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti, János Kertész
2024	—	`conf`	Variational Autoencoders for Noise Resistant Traffic Generation in B5G Networks. MeditCom Saira Bano, Pietro Cassarà, Lorenzo Valerio
2023	—	`conf`	Communication Costs Analysis of Unsupervised Federated Learning: an Anomaly Detection Scenario. Ital-IA Mirko Nardi, Lorenzo Valerio, Andrea Passarella
2023	J	`jnl`	Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity. CoRR Lorenzo Valerio, Chiara Boldrini, Andrea Passarella, János Kertész, Márton Karsai, Gerardo Iñiguez
2023	—	`conf`	Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios. ICT-DM Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
2023	J	`jnl`	Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios. CoRR Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti
2023	—	`conf`	The effect of network topologies on fully decentralized learning: a preliminary investigation. NetAISys@MobiSys Luigi Palmieri, Lorenzo Valerio, Chiara Boldrini, Andrea Passarella
2023	J	`jnl`	The effect of network topologies on fully decentralized learning: a preliminary investigation. CoRR Luigi Palmieri, Lorenzo Valerio, Chiara Boldrini, Andrea Passarella
2022	—	`conf`	Anomaly Detection Through Unsupervised Federated Learning. MSN Mirko Nardi, Lorenzo Valerio, Andrea Passarella
2022	J	`jnl`	Anomaly Detection through Unsupervised Federated Learning. CoRR Mirko Nardi, Lorenzo Valerio, Andrea Passarella
2022	J	`jnl`	Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks. CoRR Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
2022	J	`jnl`	Dynamic hard pruning of Neural Networks at the edge of the internet. J. Netw. Comput. Appl. Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
2022	J	`jnl`	Federated Feature Selection for Cyber-Physical Systems of Systems. IEEE Trans. Veh. Technol. Pietro Cassarà, Alberto Gotta, Lorenzo Valerio
2022	J	`jnl`	Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks. CoRR Saira Bano, Achilles Machumilane, Lorenzo Valerio, Pietro Cassarà, Alberto Gotta
2022	J	`jnl`	Optimising Cost vs Accuracy of Decentralised Analytics in Fog Computing Environments. IEEE Trans. Netw. Sci. Eng. Lorenzo Valerio, Andrea Passarella, Marco Conti
2021	J	`jnl`	A communication efficient distributed learning framework for smart environments. CoRR Lorenzo Valerio, Andrea Passarella, Marco Conti
2021	J	`jnl`	Cellular traffic offloading via Opportunistic Networking with Reinforcement Learning. CoRR Lorenzo Valerio, Raffaele Bruno, Andrea Passarella
2021	—	`conf`	Centralised vs decentralised anomaly detection: when local and imbalanced data are beneficial. LIDTA@ECML/PKDD Mirko Nardi, Lorenzo Valerio, Andrea Passarella
2021	J	`jnl`	Energy efficient distributed analytics at the edge of the network for IoT environments. CoRR Lorenzo Valerio, Marco Conti, Andrea Passarella
2021	J	`jnl`	Federated Feature Selection for Cyber-Physical Systems of Systems. CoRR Pietro Cassarà, Alberto Gotta, Lorenzo Valerio
2020	J	`jnl`	Dynamic Hard Pruning of Neural Networks at the Edge of the Internet. CoRR Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
2020	J	`jnl`	Optimising cost vs accuracy of decentralised analytics in fog computing environments. CoRR Lorenzo Valerio, Andrea Passarella, Marco Conti
2018	J	`jnl`	Energy efficient distributed analytics at the edge of the network for IoT environments. Pervasive Mob. Comput. Lorenzo Valerio, Marco Conti, Andrea Passarella
2017	J	`jnl`	A communication efficient distributed learning framework for smart environments. Pervasive Mob. Comput. Lorenzo Valerio, Andrea Passarella, Marco Conti
2017	C	`conf`	Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach. WoWMoM Lorenzo Valerio, Andrea Passarella, Marco Conti
2016	—	`conf`	Accuracy vs. traffic trade-off of learning IoT data patterns at the edge with hypothesis transfer learning. RTSI Lorenzo Valerio, Andrea Passarella, Marco Conti
2016	J	`jnl`	Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks. Comput. Commun. Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
2016	—	`conf`	Here&now: data-centric local social interactions through opportunistic networks: demo. CHANTS@MOBICOM Teemu Kärkkäinen, Paul Houghton, Lorenzo Valerio, Andrea Passarella, Jörg Ott
2016	B	`conf`	Hypothesis Transfer Learning for Efficient Data Computing in Smart Cities Environments. SMARTCOMP Lorenzo Valerio, Andrea Passarella, Marco Conti
2016	J	`jnl`	Special Section on Opportunistic Communication and Computation. Comput. Commun. Lorenzo Valerio, Matteo Mordacchini
2015	J	`jnl`	A joint multicast/D2D learning-based approach to LTE traffic offloading. Comput. Commun. Filippo Rebecchi, Lorenzo Valerio, Raffaele Bruno, Vania Conan, Marcelo Dias de Amorim, Andrea Passarella
2015	J	`jnl`	Cellular traffic offloading via opportunistic networking with reinforcement learning. Comput. Commun. Lorenzo Valerio, Raffaele Bruno, Andrea Passarella
2015	—	`conf`	Offloading cellular traffic with opportunistic networks: a feasibility study. Med-Hoc-Net Lorenzo Valerio, F. Ben Abdesslemy, A. Lindgreny, Raffaele Bruno, Andrea Passarella, M. Luoto
2015	J	`jnl`	Scalable data dissemination in opportunistic networks through cognitive methods. Pervasive Mob. Comput. Lorenzo Valerio, Andrea Passarella, Marco Conti, Elena Pagani
2015	—	`conf`	Shear-mediated platelet activation in patients implanted with continuous flow LVADs: A preliminary study utilizing the platelet activity state (PAS) assay. EMBC Lorenzo Valerio, Filippo Consolo, Danny Bluestein, Phat L. Tran, Marvin J. Slepian, Alberto Redaelli, Federico Pappalardo
2015	J	`jnl`	Weak social ties improve content delivery in behavior-aware opportunistic networks. Ad Hoc Networks Elena Pagani, Lorenzo Valerio, Gian Paolo Rossi
2014	—	`conf`	Adaptive data offloading in opportunistic networks through an actor-critic learning method. CHANTS@MobiCom Lorenzo Valerio, Raffaele Bruno, Andrea Passarella
2014	—	`—`	Multi-perspective investigation of the effectiveness of anti-thrombotic treatments in association with shear-mediated platelet activation. Lorenzo Valerio
2013	C	`conf`	A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks. WOWMOM Matteo Mordacchini, Lorenzo Valerio, Marco Conti, Andrea Passarella
2013	J	`jnl`	A local algorithm for detecting community structures in dynamic networks. CoRR Emanuele Massaro, Lorenzo Valerio, Andrea Guazzini, Andrea Passarella, Franco Bagnoli
2013	—	`conf`	Application of a Cognitive-Inspired Algorithm for Detecting Communities in Mobility Networks. CGC Emanuele Massaro, Andrea Guazzini, Lorenzo Valerio, Andrea Passarella, Franco Bagnoli
2013	C	`conf`	Autonomic cognitive-based data dissemination in Opportunistic Networks. WOWMOM Lorenzo Valerio, Marco Conti, Elena Pagani, Andrea Passarella
2011	—	`conf`	A unified learning space for a network of mobile neurons. WIRN Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2011	—	`conf`	Kinetic Morphogenesis of a Multilayer Perceptron. IJCCI (NCTA) Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2011	J	`jnl`	Mobility Timing for Agent Communities, a Cue for Advanced Connectionist Systems. IEEE Trans. Neural Networks Bruno Apolloni, Simone Bassis, Elena Pagani, Gian Paolo Rossi, Lorenzo Valerio
2011	B	`conf`	Training a network of mobile neurons. IJCNN Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2010	—	`conf`	An opportunistic platform for Android-based mobile devices. MobiOpp Paolo Meroni, Elena Pagani, Gian Paolo Rossi, Lorenzo Valerio
2009	—	`conf`	Toward a space-time mobility model for social communities. WIRN Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2008	—	`conf`	Discovering regression data quality through clustering methods. WIRN Dario Malchiodi, Simone Bassis, Lorenzo Valerio