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An active area of research in the fields of machine learning and statistics is the development of causal discovery algorithms, the purpose of which is to infer the causal relations that hold among a set of variables from the correlations that these exhibit.
Can quantum mechanical description of physical reality be considered complete?
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A. Valentini · 2002
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A. Valentini · 2004
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P. Mitchell, S. Popescu, and D. Roberts · 2004
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A. Valentini and H. Westman · 2005
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F. Markopoulou · 2009
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N. Harrigan and R. W. Spekkens · 2010
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Information-theoretic inference of common ancestors
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R. Chaves and T. Fritz · 2012
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F. Dowker · 2005
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Causal inference by choosing graphs with most plausible markov kernels
X. Sun, D. Janzing, and B. Schölkopf · 2006
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Against ‘realism’
T. Norsen · 2007
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A minimalist pilot-wave model for quantum electrodynamics
W. Struyve and H. Westman · 2007
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Conditional density operators and the subjectivity of quantum operations
M. S. Leifer · 2007
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Toy models for retrocausality
H. Price · 2008
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Bilocal versus non-bilocal correlations in entanglement swapping experiments
C. Branciard, D. Rosset, N. Gisin, and S. Pironio · 2012
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Beyond Bell’s theorem: correlation scenarios
T. Fritz · 2012
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Quantum non-locality based on finite-speed causal influences leads to superluminal signalling
J-D. Bancal, S. Pironio, A. Acín, Y-C. Liang, V. Scarani, and N. Gisin · 2012
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An operational framework for nonlocality
R. Gallego, L. E. Würflinger, A. Acín, and M. Navascués · 2012
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The definition of multipartite nonlocality
J. Barrett, S. Pironio, J. Bancal, and N. Gisin · 2013
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Formulating quantum theory as a causally neutral theory of Bayesian inference
M. S. Leifer and R. W. Spekkens · 2013
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Quantum-Bayesian coherence
C.A. Fuchs and R. Schack · 2013
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Inferring latent structures via information inequalities
R. Chaves, L. Luft, T. O, Maciel, D. Gross, D. Janzing, and B. Schölkopf · 2014
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Causal discovery with continuous additive noise models
J. Peters, J.M. Mooij, D. Janzing, and B. Schölkopf · 2014
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A Bayesian approach to compatibility, improvement, and pooling of quantum states
M. S. Leifer and R. W. Spekkens · 2014
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