155 citations · 1.3k across the 44 of their papers we have counts for
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Distinguishing quantum causal scenarios with indistinguishable classical analogs: The significance of intermediate latents
Daniel Centeno, Elie Wolfe
The use of graphical models to represent causal hypotheses has enabled revolutionary progress in the study of the foundations of quantum theory. Here we consider directed acyclic g…
Everything that can be learned about a causal structure with latent variables by observational and interventional probing schemes
Marina Maciel Ansanelli, Elie Wolfe, Robert W. Spekkens
What types of differences among causal structures with latent variables are impossible to distinguish by statistical data obtained by probing each visible variable? If the probing…
Escaping the Shadow of Bell's Theorem in Network Nonlocality
Maria Ciudad Alañón, Emanuel-Cristian Boghiu, Paolo Abiuso +1
The possibility of nonclassicality in networks unrelated to Bell's original eponymous theorem has recently attracted significant interest. Here, we identify a sufficient condition…
Causal Data Fusion with Quantum Confounders
Pedro Lauand, Bereket Ngussie Bekele, Elie Wolfe
From the modern perspective of causal inference, Bell's theorem -- a fundamental signature of quantum theory -- is a particular case where quantum correlations are incompatible wit…
Quantum nonclassicality from causal data fusion
Pedro Lauand, Bereket Ngussie Bekele, Elie Wolfe
Bell's theorem can be understood as establishing the incompatibility of quantum correlations with any classical causal explanation. Causal inference, however, relies not only on pa…