Efficient Unsupervised Learning for Plankton Images. - Paolo Didier Alfano; Marco Rando; Marco Letizia; Francesca Odone; Lorenzo Rosasco; Vito Paolo Pastore (ICPR, 2022)

Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods. - Paolo Didier Alfano; Vito Paolo Pastore; Lorenzo Rosasco; Francesca Odone (CoRR, 2022)

An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles. - Vito Paolo Pastore; Paolo Didier Alfano; Ashwini Oke; Sara Capponi; Daniel Eltanan; Xavier Woodruff-Madeira; Anita Nguyen; Jennifer Carol Fung; Simone Bianco 002 (ICIAP (2), 2023)

Efficient machine learning with resources constraints. - Paolo Didier Alfano (2023)

Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors. - Gabriele M. Caddeo; Andrea Maracani; Paolo Didier Alfano; Nicola A. Piga; Lorenzo Rosasco; Lorenzo Natale (ICRA, 2024)

Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods. - Paolo Didier Alfano; Vito Paolo Pastore; Lorenzo Rosasco; Francesca Odone (Image Vis. Comput., 2024)