Bruno Casella

22 papers A 1B 2C 2Misc 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 C conf
A performance analysis of VM-based Trusted Execution Environments for Confidential Federated Learning.
PDP
Bruno Casella
2025 J jnl
A performance analysis of VM-based Trusted Execution Environments for Confidential Federated Learning.
CoRR
Bruno Casella
2025 J jnl
Cloud Detection Challenge-Methods and Results.
IEEE Access
Alessio Barbaro Chisari, Luca Guarnera, Alessandro Ortis, Wladimiro Carlo Patatu, Bruno Casella, Luca Naso, Giuseppe Puglisi, Vincenzo del Zoppo, Mario Valerio Giuffrida, Sebastiano Battiato
2025 J jnl
Decentralized Time Series Classification with ROCKET Features.
CoRR
Bruno Casella, Matthias Jakobs, Marco Aldinucci, Sebastian Buschjäger
2025 A conf
Fed2RC: Federated Rocket Kernels and Ridge Classifier for Time Series Classification.
ECAI
Bruno Casella, Samuele Fonio, Lorenzo Sciandra, Claudio Gallicchio, Marco Aldinucci, Mirko Polato, Roberto Esposito
2025 — ed.
Proceedings of the 4th Italian Conference on Big Data and Data Science - Workshops (ITADATA-WS 2025), Turin, Italy, September 9-11, 2025.
ITADATA-WS
Francesco Pierri, Valentina Cesare, Gianluca Mittone, Bruno Casella, Alberto Vecchiato, Stefano Cirillo, Eliana Pastor, Serena Tardelli
2024 — conf
A Performance Analysis for Confidential Federated Learning.
SP (Workshops)
Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
2024 J jnl
Experimenting With Normalization Layers in Federated Learning on Non-IID Scenarios.
IEEE Access
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
2024 B conf
Federated Learning in a Semi-Supervised Environment for Earth Observation Data.
ESANN
Bruno Casella, Alessio Barbaro Chisari, Marco Aldinucci, Sebastiano Battiato, Mario Valerio Giuffrida
2024 B conf
Federated Time Series Classification with ROCKET features.
ESANN
Bruno Casella, Matthias Jakobs, Marco Aldinucci, Sebastian Buschjäger
2023 Misc conf
Architecture-Based FedAvg for Vertical Federated Learning.
UCC
Bruno Casella, Samuele Fonio
2023 J jnl
Benchmarking FedAvg and FedCurv for Image Classification Tasks.
CoRR
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
2023 — conf
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning.
ICCV (Workshops)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci
2023 J jnl
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios.
CoRR
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
2023 J jnl
MERGE: A model for multi-input biomedical federated learning.
Patterns
Bruno Casella, Walter Riviera, Marco Aldinucci, Gloria Menegaz
2023 C conf
Predicting Cryptocurrencies Market Phases through On-Chain Data Long-Term Forecasting.
ICBC
Bruno Casella, Lorenzo Paletto
2022 — conf
Benchmarking FedAvg and FedCurv for Image Classification Tasks.
itaDATA
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
2022 J jnl
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis.
CoRR
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
2022 J jnl
Transfer Learning via Test-Time Neural Networks Aggregation.
CoRR
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
2022 — conf
Transfer Learning via Test-time Neural Networks Aggregation.
VISIGRAPP (5: VISAPP)
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
2013 J jnl
The strong weak convergence of the quasi-EA.
Queueing Syst. Theory Appl.
Stefano Peluchetti, Gareth O. Roberts, Bruno Casella
2006 — conf
Monte Carlo simulation of killed diffusions with a single barrier.
VALUETOOLS
Bruno Casella, Gareth O. Roberts