Exact Calibration and Sharp Risk Geometry for Volume-Sampled Ridge Regression

Kihun Rhee

We study ridge regression from exactly $s$ distinct rows of a fixed design. Responses are fixed, and only the subset is random. The determinant law and selected ridge fit share one…