Quantum state certification
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Abstract (arXiv)
We consider the problem of quantum state certification, where one is given n copies of an unknown d-dimensional quantum mixed state ρ, and one wants to test whether ρ is equal to some known mixed state σ or else is ε-far from σ. The goal is to use notably fewer copies than the Omega(d2) needed for full tomography on ρ (i.e., density estimation). We give two robust state certification algorithms: one with respect to fidelity using n = O(d/ε) copies, and one with respect to trace distance using n = O(d/ε2) copies. The latter algorithm also applies when σ is unknown as well. These copy complexities are optimal up to constant factors.
Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Aug 2017.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 0; 2024: 4; 2025: 4; 2026: 1.
13 papers.
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- 2021Exponential separations between learning with and without quantum memorycited by 50
- 2021Toward Instance-Optimal State Certification With Incoherent Measurementscited by 12
- 2022When Does Adaptivity Help for Quantum State Learning?cited by 12
- 2022Tight Bounds for Quantum State Certification with Incoherent Measurementscited by 11
- 2024Certifying almost all quantum states with few single-qubit measurementscited by 7
- 2024Stabilizer bootstrapping: A recipe for efficient agnostic tomography and magic estimationcited by 5
- 2024On the sample complexity of purity and inner product estimationcited by 4
- 2025Estimating quantum relative entropies on quantum computerscited by 2
- 2025Sampling and Identity-Testing Without Approximate Tensorization of Entropycited by 1
- 2025Instance-Optimal Quantum State Certification with Entangled Measurementscited by 1
- 2026Multi-Armed Sequential Hypothesis Testing by Bettingcited by 1
- 2024New Bounds on Quantum Sample Complexity of Measurement Classescited by 0
1 more
- 2025Non-iid hypothesis testing: from classical to quantumcited by 0
- 2026Multi-Armed Sequential Hypothesis Testing by Betting18 Mar 2026
- 2025Non-iid hypothesis testing: from classical to quantum7 Oct 2025
- 2025Instance-Optimal Quantum State Certification with Entangled Measurements8 Jul 2025
- 2025Sampling and Identity-Testing Without Approximate Tensorization of Entropy30 Jun 2025
- 2025Estimating quantum relative entropies on quantum computers13 Jan 2025
- 2024On the sample complexity of purity and inner product estimation16 Oct 2024
- 2024New Bounds on Quantum Sample Complexity of Measurement Classes22 Aug 2024
- 2024Stabilizer bootstrapping: A recipe for efficient agnostic tomography and magic estimation13 Aug 2024
- 2024Certifying almost all quantum states with few single-qubit measurements10 Apr 2024
- 2022When Does Adaptivity Help for Quantum State Learning?10 Jun 2022
- 2022Tight Bounds for Quantum State Certification with Incoherent Measurements14 Apr 2022
- 2021Exponential separations between learning with and without quantum memory10 Nov 2021
1 more
- 2021Exponential separations between learning with and without quantum memorycited by 50
- 2021Toward Instance-Optimal State Certification With Incoherent Measurementscited by 12
- 2022When Does Adaptivity Help for Quantum State Learning?cited by 12
- 2022Tight Bounds for Quantum State Certification with Incoherent Measurementscited by 11
- 2024Certifying almost all quantum states with few single-qubit measurementscited by 7
- 2024Stabilizer bootstrapping: A recipe for efficient agnostic tomography and magic estimationcited by 5
- 2024On the sample complexity of purity and inner product estimationcited by 4
- 2025Estimating quantum relative entropies on quantum computerscited by 2
- 2025Sampling and Identity-Testing Without Approximate Tensorization of Entropycited by 1
- 2025Instance-Optimal Quantum State Certification with Entangled Measurementscited by 1
- 2026Multi-Armed Sequential Hypothesis Testing by Bettingcited by 1
- 2024New Bounds on Quantum Sample Complexity of Measurement Classescited by 0
12 most cited of 13 All 13 (JSON)
- 2026Multi-Armed Sequential Hypothesis Testing by Betting18 Mar 2026
- 2025Non-iid hypothesis testing: from classical to quantum7 Oct 2025
- 2025Instance-Optimal Quantum State Certification with Entangled Measurements8 Jul 2025
- 2025Sampling and Identity-Testing Without Approximate Tensorization of Entropy30 Jun 2025
- 2025Estimating quantum relative entropies on quantum computers13 Jan 2025
- 2024On the sample complexity of purity and inner product estimation16 Oct 2024
- 2024New Bounds on Quantum Sample Complexity of Measurement Classes22 Aug 2024
- 2024Stabilizer bootstrapping: A recipe for efficient agnostic tomography and magic estimation13 Aug 2024
- 2024Certifying almost all quantum states with few single-qubit measurements10 Apr 2024
- 2022When Does Adaptivity Help for Quantum State Learning?10 Jun 2022
- 2022Tight Bounds for Quantum State Certification with Incoherent Measurements14 Apr 2022
- 2021Exponential separations between learning with and without quantum memory10 Nov 2021
12 newest of 13 All 13 (JSON)