High-Dimensional Asymptotics and Dataset Selection for Private Transfer Learning

Filip Kovačević, Edwige Cyffers, Stefano Sarao Mannelli +1

To commit to buying external data or participate in collaborative learning, one must decide whether the additional data will improve prediction enough to justify the cost. This com…