Luca Saglietti

Probing transfer learning with a model of synthetic correlated datasets

2022 · Machine Learning Science and Technology

Abstract Transfer learning can significantly improve the sample efficiency of neural networks, by exploiting the relatedness between a data-scarce target task and a data-abundant source task. Despite years of successful applications, transfer learning practice often …