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POSITIVE DEFINITE MATRIX-VALUED KERNELS AND THEIR SCALAR VALUED PROJECTIONS: COUNTEREXAMPLES

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Author(s):
Guella, Jean Carlo
Total Authors: 1
Document type: Journal article
Source: Mathematical Inequalities & Applications; v. 28, n. 2, p. 19-pg., 2025-04-01.
Abstract

In this paper we show that the strictly positive definite matrix valued isotropic kernels in the circle and the dot product kernels in Euclidean spaces are not well behaved with respect to its scalar valued projections. We generalize the counterexamples that we obtained to an abstract setting by using the concepts of unitarily invariant kernels and adjointly invariant kernels, provided the existence of an aperiodic invariant function. (AU)

FAPESP's process: 21/04226-0 - Positive definite kernels applied to probability and statistics: MMD, HSIC and point process
Grantee:Jean Carlo Guella
Support Opportunities: Research Grants - Young Investigators Grants