Federico Siciliano
Federico Siciliano

Postdoctoral researcher

Education
  • PhD in Data Science, 2024

    Sapienza University of Rome, Italy

  • MSc in data Science, 2019

    Sapienza University of Rome, Italy

  • BSc in Management Statistics, 2017

    Sapienza University of Rome, Italy

Publications
(2025). Consistent Counterfactual Explanations via Anomaly Control and Data Coherence. IEEE Trans. Artif. Intell..
(2024). Robust Training of Sequential Recommender Systems with Missing Input Data. Proceedings of the Workshop Design, Evaluation, and Deployment of Robust Recommender Systems (RobustRecSys 2024) co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 18th, 2024.
(2022). NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022.
(2021). NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. CoRR.