Search Results - "De Caro, Valerio"

Resilience as an investigation of the relationship between architecture and nature by Valerio De Caro

“…Recent research involving the architectural project seems to have brought attention to natural elements and phenomena, highlighting particular interest in the…”
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Continual adaptation of federated reservoirs in pervasive environments by De Caro, Valerio, Gallicchio, Claudio, Bacciu, Davide

“…When performing learning tasks in pervasive environments, the main challenge arises from the need of combining federated and continual settings. The former…”
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AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence by Lomonaco, Vincenzo, Caro, Valerio De, Gallicchio, Claudio, Carta, Antonio, Sardianos, Christos, Varlamis, Iraklis, Tserpes, Konstantinos, Coppola, Massimo, Marmpena, Mina, Politi, Sevasti, Schoitsch, Erwin, Bacciu, Davide

“…Artificial Intelligence and Machine Learning toolkits such as Scikit-learn, PyTorch and Tensorflow provide today a solid starting point for the rapid…”
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Linguaggio eretico e disegno d’architettura by Valerio De Caro

“…Nella palese relazione tra linguaggio e disegno d’architettura emerge la corrispondenza della convenzione come elemento essenziale per la costruzione di un…”
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Decentralized Incremental Federated Learning with Echo State Networks by Pompei, Geremia, Dazzi, Patrizio, De Caro, Valerio, Gallicchio, Claudio

“…Federated Echo State Networks proved their efficiency in learning low-resource collaborative settings where data is regulated privacy. In this work, we broaden…”
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Federated Adaptation of Reservoirs via Intrinsic Plasticity by De Caro, Valerio, Gallicchio, Claudio, Bacciu, Davide

“…We propose a novel algorithm for performing federated learning with Echo State Networks (ESNs) in a client-server scenario. In particular, our proposal focuses…”
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Prediction of Driver's Stress Affection in Simulated Autonomous Driving Scenarios by De Caro, Valerio, Danzinger, Herbert, Gallicchio, Claudio, Konczol, Clemens, Lomonaco, Vincenzo, Marmpena, Mina, Politi, Sevasti, Veledar, Omar, Bacciu, Davide

“…We investigate the task of predicting stress affection from physiological data of users experiencing simulations of autonomous driving. We approach this task…”
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AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving by De Caro, Valerio, Bano, Saira, Machumilane, Achilles, Gotta, Alberto, Cassara, Pietro, Carta, Antonio, Semola, Rudy, Sardianos, Christos, Chronis, Christos, Varlamis, Iraklis, Tserpes, Konstantinos, Lomonaco, Vincenzo, Gallicchio, Claudio, Bacciu, Davide

“…This paper presents a proof-of-concept implementation of the AI-as-a-Service toolkit developed within the H2020 TEACHING project and designed to implement an…”
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AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving by De Caro, Valerio, Bano, Saira, Machumilane, Achilles, Gotta, Alberto, Cassará, Pietro, Carta, Antonio, Semola, Rudy, Sardianos, Christos, Chronis, Christos, Varlamis, Iraklis, Tserpes, Konstantinos, Lomonaco, Vincenzo, Gallicchio, Claudio, Bacciu, Davide

“…This paper presents a proof-of-concept implementation of the AI-as-a-Service toolkit developed within the H2020 TEACHING project and designed to implement an…”
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