Publications

(2024). State and Action Factorization in Power Grids. ECML-PKDD 2024, Machine Learning for Sustainable Power Systems workshop.

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(2022). Learning new physics efficiently with nonparametric methods. European Physical Journal C, 82(10), 879.

(2022). Smart Balancing of E-scooter Sharing Systems via Deep Reinforcement Learning: a preliminary study. WOA2021 & Intelligenza Artificiale, 16(1), 49-67.

(2022). Efficient Machine Learning for new physics discoveries. Master Thesis.

(2021). Efficient kernel methods for model-independent new physics searches. NeurIPS 2021, Machine Learning and the Physical Sciences Workshop.

(2021). Machine Learning for 40 MHZ Scouting at CMS. CERN Technical Report, Zenodo.

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(2020). Lightweight and efficient convolutional neural networks for recognition of dolphin dorsal fins. IMEKO TC-19 International Workshop on Metrology for the Sea.

(2020). Combined Color Semantics and Deep Learning for the Automatic Detection of Dolphin Dorsal Fins. Electronics, 9(5), 758.

(2019). Tecniche di Deep Learning e Object Detection per la foto-identificazione dei cetacei. Bachelor Thesis.