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Most recent publications

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