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 +1

The impressive performance of deep learning architectures is associated with a massive increase in model complexity. Millions of parameters need to be tuned, with training and infe…