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math.OA2026
UCP Extension in Dimension Three
James Tian
We show that every UCP extension problem for a finite dimensional operator system can be reduced to three dimensions after finite matrix amplification. The set of extensions is pre…
math.OA2025
Factorization of positive definite kernels. Correspondences: -algebraic and operator valued context vs scalar valued kernels
Palle E. T. Jorgensen, James Tian
We introduce and study a class of generalized positive definite kernels of the form , where is a unital $C^{…
math.OA2024
Operator-Valued Kernels, Machine Learning, and Dynamical Systems
Palle E. T. Jorgensen, James Tian
In the context of kernel optimization, we prove a result that yields new factorizations and realizations. Our initial context is that of general positive operator-valued kernels. W…