Fed2RC: Federated Rocket Kernels and Ridge Classifier for Time Series Classification
Bruno Casella, Samuele Fonio, Lorenzo Sciandra, Claudio Gallicchio, Marco Aldinucci, Mirko Polato, Roberto Esposito
28th European Conference on Artificial Intelligence, 2025
@inproceedings{casella25fed2rc,
title = {{Fed2RC}: {Federated} {Rocket} {Kernels} and {Ridge} {Classifier} for {Time} {Series} {Classification}},
shorttitle = {{Fed2RC}},
language = {en},
booktitle = {{ECAI} 2025},
publisher = {IOS Press},
author = {Casella, Bruno and Fonio, Samuele and Sciandra, Lorenzo and Gallicchio, Claudio and Aldinucci, Marco and Polato, Mirko and Esposito, Roberto},
year = {2025},
doi = {10.3233/FAIA251198},
pages = {3297--3304},
}
SVF: Support Vector Federation
Mirko Polato, Roberto Esposito, Lorenzo Sciandra
IEEE Access, 2025
@ARTICLE{svf_polato2025,
author={Polato, Mirko and Esposito, Roberto and Sciandra, Lorenzo},
journal={IEEE Access},
title={SVF: Support Vector Federation},
year={2025},
volume={13},
number={},
pages={77778-77789},
doi={10.1109/ACCESS.2025.3562053}}
Graph Convolutional Branch and Bound
Lorenzo Sciandra, Roberto Esposito, Andrea Cesare Grosso, Laura Sacerdote, Cristina Zucca
ArXiv pre-print
@misc{sciandra2025graphconvolutionalbranchbound,
title={Graph Convolutional Branch and Bound},
author={Lorenzo Sciandra and Roberto Esposito and Andrea Cesare Grosso and Laura Sacerdote and Cristina Zucca},
year={2025},
eprint={2406.03099},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2406.03099}}