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Perturbative methods for non-parametric instrumental variable

arXiv cs.LG · 2026-06-02 Cached

Introduces a perturbative approach for nonparametric instrumental variable estimation that extends kernel ridge methods with higher-order corrections, achieving up to 99% reduction in prediction error in high-dimensional settings.

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