Extensions of Operator-Valued Kernels on $\mathbb{F}^{+}_{d}$

We study the problem of extending a positive-definite operator-valued kernel, defined on words of a fixed finite length from a free semigroup, to a global kernel defined on all words. We show that if the initial kernel satisfies a natural one-step dominance inequality on its interior, a global extension that preserves this interior data and the dominance property is always possible. This extension is constructed explicitly via a Cuntz-Toeplitz model. For the problem of matching the kernel on the boundary, we introduce an intrinsic shift-consistency condition. We prove this condition is sufficient to guarantee the existence of a global extension that agrees with the original kernel on its entire domain.

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ArXiv.org
Published
2025-10-13
Primary Topic
Prenatal Screening and Diagnostics
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article

Extensions of Operator-Valued Kernels on $\mathbb{F}^{+}_{d}$

ArXiv.org
Prenatal Screening and Diagnostics
article

Extensions of Operator-Valued Kernels on $\mathbb{F}^{+}_{d}$

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Abstract

We study the problem of extending a positive-definite operator-valued kernel, defined on words of a fixed finite length from a free semigroup, to a global kernel defined on all words. We show that if the initial kernel satisfies a natural one-step dominance inequality on its interior, a global extension that preserves this interior data and the dominance property is always possible. This extension is constructed explicitly via a Cuntz-Toeplitz model. For the problem of matching the kernel on the boundary, we introduce an intrinsic shift-consistency condition. We prove this condition is sufficient to guarantee the existence of a global extension that agrees with the original kernel on its entire domain.

ArXiv.org
Reduced inequalities
Openalex Percentile: Top 28%
Prenatal Screening and Diagnostics
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Extensions of Operator-Valued Kernels on $\mathbb{F}^{+}_{d}$ · ArXiv.org (2025) | TGRS Research Map | TGRS