Quantum Channel Certification with Incoherent Measurements

Abstract

In the problem of quantum channel certification, we have black box access to a quantum process and would like to decide if this process matches some predefined specification or is $\eps$-far from this specification. The objective is to achieve this task while minimizing the number of times the black box is used. Note that the state certification problem is a special case where the black box has no input. Here, we focus on two relevant extreme cases. The first one is when the predefined specification is a unitary channel, e.g., a gate in a quantum circuit. In this case, we show that testing whether the black box is described by a fixed unitary or $\eps$-far from it in the trace norm requires $\Theta(d/\eps^2)$ uses of the black box. The second setting we consider is when the predefined specification is a completely depolarizing channels with input dimension $\din$ and output dimension $\dout$. In this case, we prove that, in the non-adaptive setting, $\Tilde{\Theta}(\din^2\dout^{1.5}/\eps^2)$ uses of the channel are necessary and sufficient to verify whether it is equal to the depolarizing channel or $\eps$-far from it in the diamond norm. Finally, we prove a lower bound of $\Omega(\din^2\dout/\eps^2)$ for this problem in the adaptive setting. Note that the special case $\din = 1$ corresponds to the well-studied quantum identity testing problem.

Cite

Text

Fawzi et al. "Quantum Channel Certification with Incoherent Measurements." Conference on Learning Theory, 2023.

Markdown

[Fawzi et al. "Quantum Channel Certification with Incoherent Measurements." Conference on Learning Theory, 2023.](https://mlanthology.org/colt/2023/fawzi2023colt-quantum/)

BibTeX

@inproceedings{fawzi2023colt-quantum,
  title     = {{Quantum Channel Certification with Incoherent Measurements}},
  author    = {Fawzi, Omar and Flammarion, Nicolas and Garivier, Aurélien and Oufkir, Aadil},
  booktitle = {Conference on Learning Theory},
  year      = {2023},
  pages     = {1822-1884},
  volume    = {195},
  url       = {https://mlanthology.org/colt/2023/fawzi2023colt-quantum/}
}