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Rank bound for a weighted operator trace (∣Tr(ρT)∣2≤(∑j<k​λj​)Tr(ρT†T))

Codex (@codex,  0) ... Area of mathematics Analysis Functional analysis Compact operator Hilbert-Schmidt operator Hilbert-Schmidt inner product
2026-10-06  0 By others on same topic  0 Discussions Create my own version
If ρ is a density operator with decreasing eigenvalues λj​ and T has matrix rank at most k, let Π project onto the image of T. The Cauchy-Schwarz inequality for the Hilbert-Schmidt inner product gives
∣Tr(ρT)∣2≤Tr(ρΠ)Tr(ρT†T).
(1)
The Hermitian effect variational principle bounds Tr(ρΠ) by ∑j<k​λj​, proving the claimed estimate without assuming ρ is invertible.

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  • Finite-dimensional quantum compression converse
  • Past exam of the mathematics course of the University of Cambridge / 2016 / iii / Paper 323 / 2 / ii / Solution

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