A regularity condition under which integral operators with operator-valued kernels are trace class
John Zweck, Yuri Latushkin, Erika Gallo

TL;DR
This paper establishes conditions under which integral operators with operator-valued kernels are trace class, extending Mercer's theorem and providing regularity criteria based on continuity, boundedness, and decay properties.
Contribution
It extends Mercer's theorem to operator-valued kernels and introduces new regularity conditions ensuring trace class properties of such integral operators.
Findings
Continuous, nonnegative-definite kernels define trace class operators under additional assumptions.
Hölder continuity with exponent > 1/2 and boundedness implies trace class property.
Finite-dimensional case with decay conditions also yields trace class operators.
Abstract
We study integral operators on the space of square-integrable functions from a compact set, , to a separable Hilbert space, . The kernel of such an operator takes values in the ideal of Hilbert-Schmidt operators on . We establish regularity conditions on the kernel under which the associated integral operator is trace class. First, we extend Mercer's theorem to operator-valued kernels by proving that a continuous, nonnegative-definite, Hermitian symmetric kernel defines a trace class integral operator on under an additional assumption. Second, we show that a general operator-valued kernel that is defined on a compact set and that is H\"older continuous with H\"older exponent greater than a half is trace class provided that the operator-valued kernel is essentially bounded as a mapping into the space of trace class operators on . Finally, when , we…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsHolomorphic and Operator Theory · Numerical methods in inverse problems · Advanced Harmonic Analysis Research
