On Robustness of Principal Component Regression

Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song

Neural Information Processing Systems 

For a precise statement of the result, please see Theorem 4.1. We also define an appropriate notion of generalization error for the particular setting of PCR.

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