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Previous noncommutative Bohnenblust–Hille (BH) inequalities addressed operator decompositions in the tensor-product space ; \emph{i.e.,} for systems of qubits \cite{HCP22,VZ23}. Here we prove noncommutative BH inequalities for operators decomposed in tensor-product spaces of arbitrary local dimension, \emph{i.e.,} for any or on systems of -level qudits. We treat operator decompositions in both the Gell-Mann and Heisenberg–Weyl basis, reducing to the recently-proved commutative hypercube BH \cite{DMP} and cyclic group BH \cite{SVZ} inequalities respectively. As an application we discuss learning qudit quantum observables.

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