Valerio De Caro

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 10

Top Topics

Echo State Networks

Ridge Regression

Top Venues

ICASSP Workshops

PerCom Workshops

Publications

Valerio De Caro, Antonio Di Mauro, Davide Bacciu, Claudio Gallicchio
Communication-Efficient Ridge Regression in Federated Echo State Networks. ESANN (2023)
Andrea Ceni, Davide Bacciu, Valerio De Caro, Claudio Gallicchio, Luca Oneto
Improving Fairness via Intrinsic Plasticity in Echo State Networks. ESANN (2023)
Valerio De Caro, Herbert Danzinger, Claudio Gallicchio, Clemens Könczöl, Vincenzo Lomonaco, Mina Marmpena, Sevasti Politi, Omar Veledar, Davide Bacciu
Prediction of Driver's Stress Affection in Simulated Autonomous Driving Scenarios. ICASSP Workshops (2023)
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
AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence. ICASSP Workshops (2023)
Valerio De Caro, Claudio Gallicchio, Davide Bacciu
Continual adaptation of federated reservoirs in pervasive environments. Neurocomputing 556 (2023)
Valerio De Caro, Claudio Gallicchio, Davide Bacciu
Federated Adaptation of Reservoirs via Intrinsic Plasticity. CoRR (2022)
Valerio De Caro, Claudio Gallicchio, Davide Bacciu
Federated Adaptation of Reservoirs via Intrinsic Plasticity. ESANN (2022)
Antonio Carta, Giacomo Carfì, Valerio De Caro, Claudio Gallicchio
Efficient Anomaly Detection on Temporal Data via Echo State Networks and Dynamic Thresholding. CI4PM/PAI@WCCI (2022)
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
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. PerCom Workshops (2022)
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
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. CoRR (2022)