Publications

(2022). Learning new physics efficiently with nonparametric methods. arXiv preprint.

(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. Zenodo.

PDF Slides Video DOI

(2021). Smart Balancing of E-scooter Sharing Systems via Deep Reinforcement Learning. WOA 2021: 22nd Workshop “From Objects to Agents”.

(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 2020, 9, 758.

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