A solution of the generalised quantum Stein's lemma
- URL: http://arxiv.org/abs/2408.06410v2
- Date: Tue, 22 Oct 2024 17:33:14 GMT
- Title: A solution of the generalised quantum Stein's lemma
- Authors: Ludovico Lami,
- Abstract summary: We prove that the Stein exponent associated with entanglement testing equals the regularised relative entropy of entanglement.
As a by-product, we prove that the same Stein exponent can also be achieved when the null hypothesis is only approximately i.i.d.
- Score: 6.1642231492615345
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We solve the generalised quantum Stein's lemma, proving that the Stein exponent associated with entanglement testing, namely, the quantum hypothesis testing task of distinguishing between $n$ copies of an entangled state $\rho_{AB}$ and a generic separable state $\sigma_{A^n:B^n}$, equals the regularised relative entropy of entanglement. Not only does this determine the ultimate performance of entanglement testing, but it also establishes the reversibility of all quantum resource theories under asymptotically resource non-generating operations, with the regularised relative entropy of resource governing the asymptotic transformation rate between any two quantum states. As a by-product, we prove that the same Stein exponent can also be achieved when the null hypothesis is only approximately i.i.d., in the sense that it can be modelled by an "almost power state". To solve the problem we introduce two techniques. The first is a procedure that we call "blurring", which, informally, transforms a permutationally symmetric state by making it more evenly spread across nearby type classes. Blurring alone suffices to prove the generalised Stein's lemma in the fully classical case, but not in the quantum case. Our second technical innovation, therefore, is to perform a second quantisation step to lift the problem to an infinite-dimensional bosonic quantum system; we then solve it there by using techniques from continuous-variable quantum information. Rather remarkably, the second-quantised action of the blurring map corresponds to a pure loss channel. A careful examination of this second quantisation step is the core of our quantum solution.
Related papers
- Generalized Quantum Stein's Lemma and Second Law of Quantum Resource Theories [47.02222405817297]
A fundamental question in quantum information theory is whether an analogous second law can be formulated to characterize the convertibility of resources for quantum information processing by a single function.
In 2008, a promising formulation was proposed, linking resource convertibility to the optimal performance of a variant of the quantum version of hypothesis testing.
In 2023, a logical gap was found in the original proof of this lemma, casting doubt on the possibility of such a formulation of the second law.
arXiv Detail & Related papers (2024-08-05T18:00:00Z) - The Power of Unentangled Quantum Proofs with Non-negative Amplitudes [55.90795112399611]
We study the power of unentangled quantum proofs with non-negative amplitudes, a class which we denote $textQMA+(2)$.
In particular, we design global protocols for small set expansion, unique games, and PCP verification.
We show that QMA(2) is equal to $textQMA+(2)$ provided the gap of the latter is a sufficiently large constant.
arXiv Detail & Related papers (2024-02-29T01:35:46Z) - Generalized Stein's lemma and asymptotic equipartition property for subalgebra entropies [12.294224442885891]
We show that the assertion of the generalized quantum Stein's lemma is true for the setting where the second hypothesis is the state space of any subalgebra $mathcalN$.
As an application in resource theory, we show that the relative entropy of a subalgebra is the dilution cost under suitable operations.
arXiv Detail & Related papers (2024-01-05T23:46:53Z) - Variational method for learning Quantum Channels via Stinespring
Dilation on neutral atom systems [0.0]
Quantum systems interact with their environment, resulting in non-reversible evolutions.
For many quantum experiments, the time until which measurements can be done might be limited.
We introduce a method to approximate a given target quantum channel by means of variationally approximating equivalent unitaries on an extended system.
arXiv Detail & Related papers (2023-09-19T13:06:44Z) - Canonically consistent quantum master equation [68.8204255655161]
We put forth a new class of quantum master equations that correctly reproduce the state of an open quantum system beyond the infinitesimally weak system-bath coupling limit.
Our method is based on incorporating the knowledge of the reduced steady state into its dynamics.
arXiv Detail & Related papers (2022-05-25T15:22:52Z) - Improved Quantum Algorithms for Fidelity Estimation [77.34726150561087]
We develop new and efficient quantum algorithms for fidelity estimation with provable performance guarantees.
Our algorithms use advanced quantum linear algebra techniques, such as the quantum singular value transformation.
We prove that fidelity estimation to any non-trivial constant additive accuracy is hard in general.
arXiv Detail & Related papers (2022-03-30T02:02:16Z) - Efficient Bipartite Entanglement Detection Scheme with a Quantum
Adversarial Solver [89.80359585967642]
Proposal reformulates the bipartite entanglement detection as a two-player zero-sum game completed by parameterized quantum circuits.
We experimentally implement our protocol on a linear optical network and exhibit its effectiveness to accomplish the bipartite entanglement detection for 5-qubit quantum pure states and 2-qubit quantum mixed states.
arXiv Detail & Related papers (2022-03-15T09:46:45Z) - Stochastic approximate state conversion for entanglement and general quantum resource theories [41.94295877935867]
An important problem in any quantum resource theory is to determine how quantum states can be converted into each other.
Very few results have been presented on the intermediate regime between probabilistic and approximate transformations.
We show that these bounds imply an upper bound on the rates for various classes of states under probabilistic transformations.
We also show that the deterministic version of the single copy bounds can be applied for drawing limitations on the manipulation of quantum channels.
arXiv Detail & Related papers (2021-11-24T17:29:43Z) - Depth-efficient proofs of quantumness [77.34726150561087]
A proof of quantumness is a type of challenge-response protocol in which a classical verifier can efficiently certify quantum advantage of an untrusted prover.
In this paper, we give two proof of quantumness constructions in which the prover need only perform constant-depth quantum circuits.
arXiv Detail & Related papers (2021-07-05T17:45:41Z) - The Second Law of Quantum Complexity and the Entanglement Wormhole [0.0]
Quantum complexity arises as an alternative measure to the Fubini metric between two quantum states.
It is defined as the least complex unitary operator capable of transforming one state into the other.
arXiv Detail & Related papers (2021-04-11T15:23:47Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.