A new integral probability metric, the kernel trace distance, compares distributions via the Schatten 1-norm of kernel covariance operators and admits dimension-free sample rates.
Sur les matrices hypohermitiennes et sur les matrices unitaires
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Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators
A new integral probability metric, the kernel trace distance, compares distributions via the Schatten 1-norm of kernel covariance operators and admits dimension-free sample rates.