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Perturbative methods for non-parametric instrumental variable

cs.LG · 2026-05-29 · unverdicted · novelty 6.0

Perturbative corrections to kernel ridge methods for NPIV that introduce eigenmode mixing to address ill-defined cases, with reported error reductions up to 99% when dimensionality parameter beta exceeds 0.7.

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  • Perturbative methods for non-parametric instrumental variable cs.LG · 2026-05-29 · unverdicted · none · ref 1

    Perturbative corrections to kernel ridge methods for NPIV that introduce eigenmode mixing to address ill-defined cases, with reported error reductions up to 99% when dimensionality parameter beta exceeds 0.7.