SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning E Lomurno, A Archetti, L Cazzella, S Samele, L Di Perna, M Matteucci arXiv preprint arXiv:2109.12062, 2022 | 19* | 2022 |
Federated Survival Forests A Archetti, M Matteucci 2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023 | 11 | 2023 |
Heterogeneous datasets for federated survival analysis simulation A Archetti, E Lomurno, F Lattari, A Martin, M Matteucci Companion of the 2023 ACM/SPEC International Conference on Performance …, 2023 | 6 | 2023 |
Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics A Archetti, F Ieva, M Matteucci Future Generation Computer Systems 149, 343-358, 2023 | 4 | 2023 |
Neural Weighted A*: Learning Graph Costs and Heuristics with Differentiable Anytime A* A Archetti, M Cannici, M Matteucci International Conference on Machine Learning, Optimization, and Data Science …, 2021 | 4 | 2021 |
Discriminative adversarial privacy: Balancing accuracy and membership privacy in neural networks E Lomurno, A Archetti, F Ausonio, M Matteucci arXiv preprint arXiv:2306.03054, 2023 | 3 | 2023 |
Latent Neural Cellular Automata for Resource-Efficient Image Restoration A Menta, A Archetti, M Matteucci arXiv preprint arXiv:2403.15525, 2024 | | 2024 |
Harnessing the Computing Continuum across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0 F Baghdadi, D Cirillo, D Lezzi, F Lordan, F Vazquez, E Lomurno, ... arXiv preprint arXiv:2403.14650, 2024 | | 2024 |
Drug Inventory Control: Human Decisions Versus Deep Reinforcement Learning F Stranieri, A Archetti, E Robbiano, C Kouki, F Stella | | 2023 |
Deep Survival Analysis for Healthcare: An Empirical Study on Post-Processing Techniques A Archetti, F Stranieri, M Matteucci AIxIA Workshop on Artificial Intelligence For Healthcare 3578, 99--121, 2023 | | 2023 |