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Device-independent tests of entropy.

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TLDR
This work considers a prepare-and-measure scenario with classical or quantum communication, and develops two different methods for placing lower bounds on the communication entropy, given observable data, based on the framework of causal inference networks.
Abstract
We show that the entropy of a message can be tested in a device-independent way. Specifically, we consider a prepare-and-measure scenario with classical or quantum communication, and develop two different methods for placing lower bounds on the communication entropy, given observable data. The first method is based on the framework of causal inference networks. The second technique, based on convex optimization, shows that quantum communication provides an advantage over classical communication, in the sense of requiring a lower entropy to reproduce given data. These ideas may serve as a basis for novel applications in device-independent quantum information processing.

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Citations
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Journal ArticleDOI

Self-testing quantum states and measurements in the prepare-and-measure scenario

TL;DR: Self-testing methods for quantum prepare-and-measure experiments, thus not necessarily relying on entanglement and/or violation of a Bell inequality are developed, assuming an upper bound on the Hilbert space dimension.
Journal ArticleDOI

Semi-device-independent framework based on natural physical assumptions

TL;DR: The existence of quantum correlations exceeding the set of classical correlations that can be produced by devices behaving in a purely pre-determined fashion is uncovered and suggests immediate applications to certified randomness generation.
Journal ArticleDOI

Towards Device-Independent Information Processing on General Quantum Networks.

TL;DR: The violation of recently derived polynomial Bell inequalities will be shown to allow for device independence on multisource networks, secure against nonsignaling eavesdroppers.
Journal ArticleDOI

Semi-device-independent framework based on natural physical assumptions

TL;DR: In this paper, the authors proposed a semi-device-independent approach for prepare-and-measure quantum protocols using devices whose behavior must not be characterized nor trusted, except for a single assumption on the dimension of the Hilbert space characterizing the quantum carriers.
Journal ArticleDOI

Self-testing nonprojective quantum measurements in prepare-and-measure experiments

TL;DR: In this article, the authors theoretically and experimentally investigate self-testing of non-projective quantum measurements and show that their experimental data imply that the implemented measurements are very close to certain ideal three and four-outcome qubit POVMs and hence nonprojective.
References
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MonographDOI

Causality: models, reasoning, and inference

TL;DR: The art and science of cause and effect have been studied in the social sciences for a long time as mentioned in this paper, see, e.g., the theory of inferred causation, causal diagrams and the identification of causal effects.
Journal ArticleDOI

On the Einstein-Podolsky-Rosen paradox

TL;DR: In this article, it was shown that even without such a separability or locality requirement, no hidden variable interpretation of quantum mechanics is possible and that such an interpretation has a grossly nonlocal structure, which is characteristic of any such theory which reproduces exactly the quantum mechanical predictions.
Journal ArticleDOI

Device-independent security of quantum cryptography against collective attacks.

TL;DR: The main result is a tight bound on the Holevo information between one of the authorized parties and the eavesdropper, as a function of the amount of violation of a Bell-type inequality.
Journal ArticleDOI

Random numbers certified by Bell's theorem.

TL;DR: It is shown that the non-local correlations of entangled quantum particles can be used to certify the presence of genuine randomness, and it is thereby possible to design a cryptographically secure random number generator that does not require any assumption about the internal working of the device.
Journal ArticleDOI

Information processing in generalized probabilistic theories

TL;DR: A framework in which a variety of probabilistic theories can be defined, including classical and quantum theories, and many others, is introduced, and a tensor product rule for combining separate systems can be derived.
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