Valerio De Caro

15 papers A 1B 4Journal 5Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Sparse assemblies of recurrent neural networks with stability guarantees. Neurocomputing Andrea Ceni, Valerio De Caro, Davide Bacciu, Claudio Gallicchio
2025	J	`jnl`	ECLYPSE: a Python Framework for Simulation and Emulation of the Cloud-Edge Continuum. CoRR Jacopo Massa, Valerio De Caro, Stefano Forti, Patrizio Dazzi, Davide Bacciu, Antonio Brogi
2024	B	`conf`	Decentralized Incremental Federated Learning with Echo State Networks. IJCNN Geremia Pompei, Patrizio Dazzi, Valerio De Caro, Claudio Gallicchio
2024	—	`conf`	EMERGE - Emergent Awareness from Minimal Collectives. ERF (1) Davide Bacciu, Vincenzo Ambriola, Bahador Bahrami, Andrea Ceni, Andrea Cossu, Valerio De Caro, Cosimo Della Santina, Ophelia Deroy, Claudio Gallicchio, Riccardo Guidotti, Sabine Hauert, Simon Jones, Jurgis Karpus, Suet Lee, Jingyue Liu, Vincenzo Lomonaco, Nadine Meertens, Emma Milner, Anna Monreale, Renan Picoreti Nakahara, Mariano Ramírez Montero, Ebrahim Shahabi, Maximilian Stölzle
2024	A	`conf`	TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview. HPDC Valerio De Caro, Christos Chronis, Massimo Coppola, Vincenzo Lomonaco, Claudio Gallicchio, Konstantinos Tserpes, Davide Bacciu
2023	—	`conf`	AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence. ICASSP Workshops Vincenzo Lomonaco, Valerio De Caro, Claudio Gallicchio, Antonio Carta, Christos Sardianos, Iraklis Varlamis, Konstantinos Tserpes, Massimo Coppola, Mina Marmpena, Sevasti Politi, Erwin Schoitsch, Davide Bacciu
2023	B	`conf`	Communication-Efficient Ridge Regression in Federated Echo State Networks. ESANN Valerio De Caro, Antonio Di Mauro, Davide Bacciu, Claudio Gallicchio
2023	J	`jnl`	Continual adaptation of federated reservoirs in pervasive environments. Neurocomputing Valerio De Caro, Claudio Gallicchio, Davide Bacciu
2023	B	`conf`	Improving Fairness via Intrinsic Plasticity in Echo State Networks. ESANN Andrea Ceni, Davide Bacciu, Valerio De Caro, Claudio Gallicchio, Luca Oneto
2023	—	`conf`	Prediction of Driver's Stress Affection in Simulated Autonomous Driving Scenarios. ICASSP Workshops Valerio De Caro, Herbert Danzinger, Claudio Gallicchio, Clemens Könczöl, Vincenzo Lomonaco, Mina Marmpena, Sevasti Politi, Omar Veledar, Davide Bacciu
2022	—	`conf`	AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. PerCom Workshops Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Antonio Carta, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu
2022	J	`jnl`	AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. CoRR Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Antonio Carta, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu
2022	—	`conf`	Efficient Anomaly Detection on Temporal Data via Echo State Networks and Dynamic Thresholding. CI4PM/PAI@WCCI Antonio Carta, Giacomo Carfì, Valerio De Caro, Claudio Gallicchio
2022	B	`conf`	Federated Adaptation of Reservoirs via Intrinsic Plasticity. ESANN Valerio De Caro, Claudio Gallicchio, Davide Bacciu
2022	J	`jnl`	Federated Adaptation of Reservoirs via Intrinsic Plasticity. CoRR Valerio De Caro, Claudio Gallicchio, Davide Bacciu