Provable Meta-Learning with Low-Rank Adaptations

Jacob L. Block, Sundararajan Srinivasan, Liam Collins +2

The power of foundation models (FMs) lies in their capacity to learn highly expressive representations that can be adapted to a broad spectrum of tasks. However, these pretrained m…