Valerio De Caro

According to our database, Valerio De Caro authored at least 14 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Sparse assemblies of recurrent neural networks with stability guarantees.

Andrea Ceni, Valerio De Caro, Davide Bacciu, Claudio Gallicchio

Neurocomputing, 2026

2025

ECLYPSE: a Python Framework for Simulation and Emulation of the Cloud-Edge Continuum.

Jacopo Massa, Valerio De Caro, Stefano Forti, Patrizio Dazzi, Davide Bacciu, Antonio Brogi

CoRR, January, 2025

Towards Adaptive and Stable Compositional Assemblies of Recurrent Neural Network Modules.

Valerio De Caro, Andrea Ceni, Davide Bacciu, Claudio Gallicchio

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

2024

Decentralized Incremental Federated Learning with Echo State Networks.

Geremia Pompei, Patrizio Dazzi, Valerio De Caro, Claudio Gallicchio

Proceedings of the International Joint Conference on Neural Networks, 2024

TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview.

Valerio De Caro, Christos Chronis, Massimo Coppola, Vincenzo Lomonaco, Claudio Gallicchio, Konstantinos Tserpes, Davide Bacciu

Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024

EMERGE - Emergent Awareness from Minimal Collectives.

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

Proceedings of the European Robotics Forum 2024, 2024

2023

Continual adaptation of federated reservoirs in pervasive environments.

Valerio De Caro, Claudio Gallicchio, Davide Bacciu

Neurocomputing, November, 2023

AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence.

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

Proceedings of the IEEE International Conference on Acoustics, 2023

Prediction of Driver's Stress Affection in Simulated Autonomous Driving Scenarios.

Valerio De Caro, Herbert Danzinger, Claudio Gallicchio, Clemens Könczöl, Vincenzo Lomonaco, Mina Marmpena, Sevasti Politi, Omar Veledar, Davide Bacciu

Proceedings of the IEEE International Conference on Acoustics, 2023

Improving Fairness via Intrinsic Plasticity in Echo State Networks.

Andrea Ceni, Davide Bacciu, Valerio De Caro, Claudio Gallicchio, Luca Oneto

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Communication-Efficient Ridge Regression in Federated Echo State Networks.

Valerio De Caro, Antonio Di Mauro, Davide Bacciu, Claudio Gallicchio

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Efficient Anomaly Detection on Temporal Data via Echo State Networks and Dynamic Thresholding.

Antonio Carta, Giacomo Carfì, Valerio De Caro, Claudio Gallicchio

Proceedings of the Joint Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and the 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), 2022

AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving.

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

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Federated Adaptation of Reservoirs via Intrinsic Plasticity.

Valerio De Caro, Claudio Gallicchio, Davide Bacciu

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022