most citedKernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach

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cs.LG2024★ 3 cited

Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach

Daniel Lengyel, Panos Parpas, Boumediene Hamzi +1

This paper examines the application of the Kernel Sum of Squares (KSOS) method for enhancing kernel learning from data, particularly in the context of dynamical systems. Traditiona…