Detailed Info PhiNets: a scalable backbone for low-power AI at the edge Authors:Francesco Paissan, Alberto Ancilotto, and Elisabetta FarellaTitle:PhiNets: a scalable backbone for low-power AI at the edgeAbstract:In the Internet…
Detailed info Gradient based clustering AuthorsAleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya KarTitleGradient based clusteringAbstractWe propose a general approach for distance based clustering, using the gradient of the cost function…
Detailed info Personalized Federated Learning via Convex Clustering AuthorsAleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya KarTitlePersonalized Federated Learning via Convex ClusteringAbstractWe propose a parametric family of algorithms for personalized federated…
Detailed Info Federated Feature Selection for Cyber-Physical Systems of Systems Authors:Pietro Cassará, Alberto Gotta and Lorenzo ValerioTitle:Federated Feature Selection for Cyber-Physical Systems of SystemsAbstract:Autonomous vehicles (AVs) generate a massive amount…
Detailed info Stateless or stateful FaaS? I'll take both! AuthorsCarlo Puliafito, Claudio Cicconetti, Marco Conti, Enzo Mingozzi, Andrea PassarellaTitleStateless or stateful FaaS? I'll take both!AbstractServerless computing has emerged as a…
Detailed info On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge AuthorsAlberto Ancilotto; Francesco Paissan; Elisabetta FarellaTitleOn the Role of Smart Vision Sensors in Energy-Efficient…
Detailed info Weighted Edit Distance for Country Code Recognition in License Plates AuthorsKateryna Chumachenko, Alexandros Iosifidis and Moncef GabboujTitleWeighted Edit Distance for Country Code Recognition in License PlatesAbstractThis paper presents…
Detailed info Dynamic Split Computing for Efficient Deep Edge Intelligence AuthorsArian Bakhtiarnia, Nikola Milosevic, Qi Zhang, Dragana Bajovic and Alexandros IosifidisTitleDynamic Split Computing for Efficient Deep Edge IntelligenceAbstractDeploying deep neural…
Detailed info Single-Layer Transformers for More Accurate Early Exits with Less Overhead AuthorsArian Bakhtiarnia, Qi Zhang and Alexandros IosifidisTitleSingle-Layer Transformers for More Accurate Early Exits with Less OverheadAbstractDeploying deep learning…
Detailed info Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments AuthorsChristos Tzagkarakis, Pavlos Charalampidis, Stylianos Roubakis, Alexandros Fragkiadakis and Sotiris IoannidisTitleEvaluating Short-Term Forecasting of Multiple Time Series in…
