The authors define quantum generalization and training losses via classical shadows and prove that QWAIC is an asymptotically unbiased estimator of the quantum generalization loss for singular quantum state models.
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Statistical inference for quantum singular models
The authors define quantum generalization and training losses via classical shadows and prove that QWAIC is an asymptotically unbiased estimator of the quantum generalization loss for singular quantum state models.