Stable and Robust Hyper-Parameter Selection Via Robust Information Sharing Cross-Validation

David Kepplinger, Siqi Wei

Robust estimators for linear regression require non-convex objective functions to shield against adverse affects of outliers. This non-convexity brings challenges, particularly whe…