tomyimkc/repro-optimal-unconstrained-self-distillation-in-ridge-regression-strict-improvements

Upgrade: improved claims per judge feedback (MdHcU4C4Rm)

Update logbook: Reproduction: Optimal Unconstrained Self-Distillation in Ridge Regression: Strict Improvements, Precise Asymptotics, and One-Shot Tuning

initial commit