High-Dimensional Asymptotics and Dataset Selection for Private Transfer Learning
arXiv:2610.02578v1 Announce Type: new Abstract: 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 comes with several challenges: (i) the decision often relies only on aggre…
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- 2026-10-05 04:00 · arXiv stat.ML
High-Dimensional Asymptotics and Dataset Selection for Private Transfer Learning