Alberto Archetti

According to our database, Alberto Archetti authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

FPBoost: Fully Parametric Gradient Boosting for Survival Analysis.

Alberto Archetti, Eugenio Lomurno, Diego Piccinotti, Matteo Matteucci

CoRR, 2024

Latent Neural Cellular Automata for Resource-Efficient Image Restoration.

Andrea Menta, Alberto Archetti, Matteo Matteucci

CoRR, 2024

Harnessing the Computing Continuum Across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0.

Fatemeh Baghdadi, Davide Cirillo, Daniele Lezzi, Francesc Lordan, Fernando Vazquez, Eugenio Lomurno, Alberto Archetti, Danilo Ardagna, Matteo Matteucci

Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024

2023

Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics.

Alberto Archetti, Francesca Ieva, Matteo Matteucci

Future Gener. Comput. Syst., December, 2023

Heterogeneous Datasets for Federated Survival Analysis Simulation.

Alberto Archetti, Eugenio Lomurno, Francesco Lattari, André Martin, Matteo Matteucci

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Federated Survival Forests.

Alberto Archetti, Matteo Matteucci

Proceedings of the International Joint Conference on Neural Networks, 2023

Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks.

Eugenio Lomurno, Alberto Archetti, Francesca Ausonio, Matteo Matteucci

Proceedings of the 34th British Machine Vision Conference 2023, 2023

Drug Inventory Control: Human Decisions Versus Deep Reinforcement Learning (short paper).

Francesco Stranieri, Alberto Archetti, Enrico Robbiano, Chaaben Kouki, Fabio Stella

Proceedings of the 3rd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2023) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AI*IA 2023), 2023

Deep Survival Analysis for Healthcare: An Empirical Study on Post-Processing Techniques.

Alberto Archetti, Francesco Stranieri, Matteo Matteucci

Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning.

Eugenio Lomurno, Alberto Archetti, Lorenzo Cazzella, Stefano Samele, Leonardo Di Perna, Matteo Matteucci

Proceedings of the 5th International Conference on Artificial Intelligence and Pattern Recognition, 2022

2021

Neural Weighted A*: Learning Graph Costs and Heuristics with Differentiable Anytime A.

Alberto Archetti, Marco Cannici, Matteo Matteucci

Proceedings of the Machine Learning, Optimization, and Data Science, 2021