Author

Wen-Bin Wang

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Preprint Sep 2026

Robust Error Bounds for Vector-Valued Kernel Ridge Regression

A pointwise deterministic bound is derived on the discrepancy between the kernel ridge regression estimator and the ground truth in the corresponding Hilbert space norm for a vector-valued operator under the framework of vector-valued kernel ridge regression.

Wen-Bin Wang, Colin N. Jones · 0 citations