Spectral Truncation Kernels: Noncommutativity in $C^{\ast }$-algebraic Kernel Machines

Yuka Hashimoto, Ayoub Hafid, Masahiro Ikeda +1

A central question in vector- and function-valued learning is how to design kernels that capture both local and non-local interactions while remaining computationally tractable. Ex…