Sung Min Park, Kristian Georgiev, Andrew Ilyas, Guillaume Leclerc, Aleksander Madry

International Conference on Machine Learning (ICML)

Introduces TRAK (Tracing with the Randomly-projected After Kernel), a data attribution method that is both effective and computationally tractable for large-scale models by leveraging random projections.

https://arxiv.org/abs/2303.14186