In the state-picture convention, a Stinespring representation of a completely positive map consists of an auxiliary Hilbert space and a linear map such thatThe partial trace discards the environment. For example, from a Kraus representation , take . The adjoint, or observable-picture, form is .
A general completely positive map does not require to be an linear isometry of Hilbert spaces. If is trace preserving, then , so is an linear isometry of Hilbert spaces. This is the Stinespring dilation of a quantum channel, which will be used in the data-processing proof.
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