Research

Research Units

Title	Year	Author	Venue
Physics Informed Shallow Machine Learning for Wind Speed Prediction	2022	D Lagomarsino-Oneto G Meanti N Pagliana Verri A A Mazzino Rosasco L Seminara A	ArXiv Preprint
Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods	2022	PD Alfano VP Pastore L Rosasco F Odone	ArXiv Preprint
Efficient Unsupervised Learning for Plankton Images	2022	PD Alfano M Rando M Letizia F Odone L Rosasco VP Pastore	ArXiv Preprint
A Deep Learning Approach to Correlate Cellular Morphology and Genetics	2022	VP Pastore S Bianco W Marshall	US Patent App. 17/175,495, 2022
Optimal transport with nonlinear mobilities: a deterministic particle approximation result	2022	S Di Marino L Portinale E Radici	ArXiv Preprint
Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs	2022	E Magnani N Krämer R Eschenhagen L Rosasco P Hennig	ArXiv Preprint
Robots with Different Embodiments Can Express and Influence Carefulness in Object Manipulation	2022	L Lastrico L Garello F Rea N Noceti F Mastrogiovanni A Sciutti A Carfì	ArXiv Preprint
Harmonic Bergman projectors and Calderón-Zygmund theory on homogeneous trees	2022	F De Mari M Monti M Vallarino	Research Gate
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot	2022	F Ceola E Maiettini G Pasquale G Meanti L Rosasco	ArXiv Preprint
Stochastic Zeroth order Descent with Structured Directions	2022	Rando M Molinari C Villa S Rosasco L	ArXiv Preprint