Bruno Casella

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Transfer Learning

Manifold Alignment

Distributed Learning

Image Classification

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
: Federated Learning through Experience Replay and privacy-preserving data synthesis. Comput. Vis. Image Underst. 238 (2024)
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
Experimenting With Normalization Layers in Federated Learning on Non-IID Scenarios. IEEE Access 12 (2024)
Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
A Performance Analysis for Confidential Federated Learning. SP (Workshops) (2024)
Bruno Casella, Walter Riviera, Marco Aldinucci, Gloria Menegaz
MERGE: A model for multi-input biomedical federated learning. Patterns 4 (11) (2023)
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
Benchmarking FedAvg and FedCurv for Image Classification Tasks. CoRR (2023)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning. ICCV (Workshops) (2023)
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios. CoRR (2023)
Bruno Casella, Samuele Fonio
Architecture-Based FedAvg for Vertical Federated Learning. UCC (2023)
Bruno Casella, Lorenzo Paletto
Predicting Cryptocurrencies Market Phases through On-Chain Data Long-Term Forecasting. ICBC (2023)
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
Benchmarking FedAvg and FedCurv for Image Classification Tasks. itaDATA (2022)
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
Transfer Learning via Test-Time Neural Networks Aggregation. CoRR (2022)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis. CoRR (2022)
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
Transfer Learning via Test-time Neural Networks Aggregation. VISIGRAPP (5: VISAPP) (2022)
Stefano Peluchetti, Gareth O. Roberts, Bruno Casella
The strong weak convergence of the quasi-EA. Queueing Syst. Theory Appl. 73 (4) (2013)
Bruno Casella, Gareth O. Roberts
Monte Carlo simulation of killed diffusions with a single barrier. VALUETOOLS (2006)