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cs.LG2025
Decentralized Time Series Classification with ROCKET Features
Bruno Casella, Matthias Jakobs, Marco Aldinucci +1
Time series classification (TSC) is a critical task with applications in various domains, including healthcare, finance, and industrial monitoring. Due to privacy concerns and data…
cs.LG2023★ 6 cited
Benchmarking FedAvg and FedCurv for Image Classification Tasks
Bruno Casella, Roberto Esposito, Carlo Cavazzoni +1
Classic Machine Learning techniques require training on data available in a single data lake. However, aggregating data from different owners is not always convenient for different…