If nonlocality is to be inferred from a violation of Bell's inequality, an important assumption is that the measurement settings are freely chosen by the observers, or alternatively, that they are random and uncorrelated with the hypothetical local variables. We study the case where this assumption is weakened, so that measurement settings and local variables are at least partially correlated. As we show, there is a connection between this type of model and models which reproduce nonlocal correlations by allowing classical communication between the distant parties, and a connection with models that exploit the detection loophole. We show that even if Bob's choices are completely independent, all correlations obtained from projective measurements on a singlet can be reproduced, with the correlation (measured by mutual information) between Alice's choice and local variables less than or equal to a single bit.
PACS numbers:Quantum nonlocality, whereby particles appear to influence one another instantaneously even though they are widely separated in space, is one of the most remarkable phenomena known to modern science [1][2][3][4]. Historically, this peculiar prediction of quantum theory triggered many debates and even doubts about its validity. Today, it is a well established experimental fact [5].The profound implications of quantum nonlocality for our world view remain controversial. But it is no longer considered as suspicious, or of marginal interest. It is central to our understanding of quantum physics, and in particular it is essential for the powerful applications of quantum information technologies. In 1991, A. Ekert showed how shared entanglement could enable distant partners to establish a shared cryptographic key [8]. Ekert's intuition is quite simple -if there are no local variables, then no adversary could possibly hold a copy of these variables -yet it came decades after the birth of quantum mechanics. In 2005, Barrett and co-workers used this intuition to show how, with no further assumptions about quantum theory, nonlocal correlations alone could ensure security of a secret key [9]. Acín and coworkers extended this result, showing how to generate secret keys using simple nonlocal correlations that violate the well-known CHSH inequality [10]. Simultaneously, it was realized that Bell inequalities are the only entanglement witnesses that can be trusted in cases where the dimensions of the relevant Hilbert spaces are unknown [10].In an experimental demonstration of quantum nonlocality, measurements are performed on separated quantum systems in an entangled state, and it is shown that the measurement outcomes are correlated in a manner that cannot be accounted for by local variables. In order to conclude that nonlocality is exhibited, it is crucial for the analysis that the choices of which measurement to perform are freely made by the experimenters. Alternatively, they must be random and uncorrelated with the hypothetical local variables. It is well known that if the measurement settings are not rand...