Publications

Geremia Pompei, Patrizio Dazzi, Valerio De Caro, Claudio Gallicchio (2024). Decentralized Incremental Federated Learning with Echo State Networks. IJCNN ‘24.

Valerio De Caro, Christos Chronis, Massimo Coppola, Vincenzo Lomonaco, Claudio Gallicchio, Konstantinos Tserpes, Davide Bacciu (2024). TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview. HPDC ‘24.

Valerio De Caro, Claudio Gallicchio, Davide Bacciu (2023). Continual Adaptation of Federated Reservoirs in Pervasive Environments. Neurocomputing.

Valerio De Caro, Antonio Di Mauro, Davide Bacciu, Claudio Gallicchio (2023). Communication-Efficient Ridge Regression in Federated Echo State Networks. In ESANN2023.

Andrea Ceni, Davide Bacciu, Valerio De Caro, Claudio Gallicchio, Luca Oneto (2023). Improving Fairness via Intrinsic Plasticity in Echo State Networks. In ESANN2023.

Valerio De Caro, Davide Bacciu, Claudio Gallicchio (2023). Decentralized Plasticity in Reservoir Dynamical Networks for Pervasive Environments. ICML LLW 2023.

Valerio De Caro, Herbert Danzinger, Claudio Gallicchio, Clemens Koenczoel, Vincenzo Lomonaco, Mina Marmpena, Sevasti Politi, Omar Veledar, Davide Bacciu (2023). Prediction of Driver's Stress Affection in Autonomous Driving Simulations. In ICASSP 2023 (Ambient AI Workshop).

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). AI-Toolkit: a Microservices Architecture for Low-Code Decentralized Machine Intelligence. In ICASSP 2023 (Ambient AI Workshop).

Cite Code Poster

Valerio De Caro, Claudio Gallicchio, Davide Bacciu (2022). Federated Adaptation of Reservoirs via Intrinsic Plasticity. In ESANN2022.

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Antonio Carta, Giacomo Carfì, Valerio De Caro, Claudio Gallicchio (2022). Efficient Anomaly Detection on Temporal Data via Echo State Networks and Dynamic Thresholding. In PAI Workshop 2022.

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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). AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. In PerCom Demos 2022.

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