2026
On Coreset for LASSO Regression Problem with Sensitivity Sampling
ICLR 2026poster
In this paper, we study coreset construction for LASSO regression, where a coreset is a small, weighted subset of the data that approximates the original problem with provable guarantees. For unregularized regression problems, sensitivity sampling is a successful and widely applied technique for con…