@article(allen2017quantum, author = {John-Mark A Allen and Jonathan Barrett and Dominic C Horsman and Ciar{\'a}n M Lee and Robert W Spekkens}, year = {2017}, title = {Quantum common causes and quantum causal models}, journal = {Physical Review X}, volume = {7}, number = {3}, pages = {031021}, doi = {10.1103/PhysRevX.7.031021}, ) @article(bell1964einstein, author = {John S Bell}, year = {1964}, title = {On the \uppercase{E}instein \uppercase{P}odolsky \uppercase{R}osen paradox}, journal = {Physics Physique Fizika}, volume = {1}, number = {3}, pages = {195}, doi = {10.1103/PhysicsPhysiqueFizika.1.195}, ) @article(berne2007analysis, author = {Olivier Berne and C Joblin and Y Deville and JD Smith and M Rapacioli and JP Bernard and J Thomas and W Reach and A Abergel}, year = {2007}, title = {Analysis of the emission of very small dust particles from Spitzer spectro-imagery data using blind signal separation methods}, journal = {Astronomy \& Astrophysics}, volume = {469}, number = {2}, pages = {575}, doi = {10.1051/0004-6361:20066282}, ) @article(berry2007algorithms, author = {Michael W Berry and Murray Browne and Amy N Langville and V Paul Pauca and Robert J Plemmons}, year = {2007}, title = {Algorithms and applications for approximate nonnegative matrix factorization}, journal = {Computational statistics \& data analysis}, volume = {52}, number = {1}, pages = {155}, doi = {10.1016/j.csda.2006.11.006}, ) @article(chaves2013entropic, author = {Rafael Chaves}, year = {2013}, title = {Entropic inequalities as a necessary and sufficient condition to noncontextuality and locality}, journal = {Physical Review A}, volume = {87}, number = {2}, pages = {022102}, doi = {10.1103/PhysRevA.87.022102}, ) @article(chaves2014inferring, author = {Rafael Chaves and Lukas Luft and Thiago O Maciel and David Gross and Dominik Janzing and Bernhard Sch{\"o}lkopf}, year = {2014}, title = {Inferring latent structures via information inequalities}, journal = {ArXiv e-prints}, ) @article(cohen1993nonnegative, author = {Joel E Cohen and Uriel G Rothblum}, year = {1993}, title = {Nonnegative ranks, decompositions, and factorizations of nonnegative matrices}, journal = {Linear Algebra and its Applications}, volume = {190}, pages = {149--168}, doi = {10.1016/0024-3795(93)90224-C}, ) @inproceedings(evans2012graphical, author = {Robin J Evans}, year = {2012}, title = {Graphical methods for inequality constraints in marginalized DAGs}, booktitle = {2012 IEEE International Workshop on Machine Learning for Signal Processing}, organization = {IEEE}, pages = {1}, doi = {10.1109/MLSP.2012.6349796}, ) @article(fawzi2015positive, author = {Hamza Fawzi and Jo{\~a}o Gouveia and Pablo A Parrilo and Richard Z Robinson and Rekha R Thomas}, year = {2015}, title = {Positive semidefinite rank}, journal = {Mathematical Programming}, volume = {153}, number = {1}, pages = {133--177}, doi = {10.1007/s10107-015-0922-1}, ) @inproceedings(fiorini2012linear, author = {Samuel Fiorini and Serge Massar and Sebastian Pokutta and Hans Raj Tiwary and De Wolf, Ronald}, year = {2012}, title = {Linear vs. semidefinite extended formulations: exponential separation and strong lower bounds}, booktitle = {Proceedings of the forty-fourth annual ACM symposium on Theory of computing}, pages = {95}, doi = {10.1145/2213977.2213988}, ) @article(fritz2012beyond, author = {Tobias Fritz}, year = {2012}, title = {Beyond \uppercase{B}ell's theorem: correlation scenarios}, journal = {New Journal of Physics}, volume = {14}, number = {10}, pages = {103001}, doi = {10.1088/1367-2630/14/10/103001}, ) @article(geiger1999quantifier, author = {Dan Geiger and Christopher Meek}, year = {2013}, title = {Quantifier elimination for statistical problems}, journal = {ArXiv e-prints}, ) @article(gonzalo2017cond, author = {Mena Gonzalo}, year = {2017}, title = {Conditional Independence as Non-Negative Matrix Factorization}, journal = {Note}, url = {http://stat.columbia.edu/~gonzalo/pubs/CondIndep.pdf}, ) @article(jain2013efficient, author = {Rahul Jain and Yaoyun Shi and Zhaohui Wei and Shengyu Zhang}, year = {2013}, title = {Efficient protocols for generating bipartite classical distributions and quantum states}, journal = {IEEE Transactions on Information Theory}, volume = {59}, number = {8}, pages = {5171}, doi = {10.1109/TIT.2013.2258372}, ) @article(kang2012polynomial, author = {Changsung Kang and Jin Tian}, year = {2012}, title = {Polynomial constraints in causal \uppercase{B}ayesian networks}, journal = {ArXiv e-prints}, ) @article(leifer2013towards, author = {Matthew S Leifer and Robert W Spekkens}, year = {2013}, title = {Towards a formulation of quantum theory as a causally neutral theory of Bayesian inference}, journal = {Physical Review A}, volume = {88}, number = {5}, pages = {052130}, doi = {10.1103/PhysRevA.88.052130}, ) @article(murrell2011non, author = {Ben Murrell and Thomas Weighill and Jan Buys and Robert Ketteringham and Sasha Moola and Gerdus Benade and Du Buisson, Lise and Daniel Kaliski and Tristan Hands and Konrad Scheffler}, year = {2011}, title = {Non-negative matrix factorization for learning alignment-specific models of protein evolution}, journal = {PLOS one}, volume = {6}, number = {12}, doi = {10.1371/journal.pone.0028898}, ) @book(pearl2000causality, author = {Judea Pearl}, year = {2009}, title = {Causality}, publisher = {Cambridge University Press}, doi = {10.1017/CBO9780511803161}, ) @article(ried2015quantum, author = {Katja Ried and Megan Agnew and Lydia Vermeyden and Dominik Janzing and Robert W Spekkens and Kevin J Resch}, year = {2015}, title = {A quantum advantage for inferring causal structure}, journal = {Nature Physics}, volume = {11}, number = {5}, pages = {414}, doi = {10.1038/nphys3266}, ) @article(rosset2016nonlinear, author = {Denis Rosset and Cyril Branciard and Tomer Jack Barnea and Gilles P{\"u}tz and Nicolas Brunner and Nicolas Gisin}, year = {2016}, title = {Nonlinear \uppercase{B}ell inequalities tailored for quantum networks}, journal = {Physical Review Letters}, volume = {116}, number = {1}, pages = {010403}, doi = {10.1103/PhysRevLett.116.010403}, ) @article(rosset2017universal, author = {Denis Rosset and Nicolas Gisin and Elie Wolfe}, year = {2017}, title = {Universal bound on the cardinality of local hidden variables in networks}, journal = {ArXiv e-prints}, doi = {10.26421/QIC18.11-12}, ) @book(spirtes2000causation, author = {Peter Spirtes and Clark N Glymour and Richard Scheines and David Heckerman}, year = {2000}, title = {Causation, prediction, and search}, publisher = {MIT press}, doi = {10.1007/978-1-4612-2748-9}, ) @article(steudel2015information, author = {Bastian Steudel and Nihat Ay}, year = {2015}, title = {Information-theoretic inference of common ancestors}, journal = {Entropy}, volume = {17}, number = {4}, pages = {2304}, doi = {10.3390/e17042304}, ) @article(tavakoli2016bell, author = {Armin Tavakoli}, year = {2016}, title = {\uppercase{B}ell-type inequalities for arbitrary noncyclic networks}, journal = {Physical Review A}, volume = {93}, number = {3}, pages = {030101}, doi = {10.1103/PhysRevA.93.030101}, ) @article(tian2012testable, author = {Jin Tian and Judea Pearl}, year = {2012}, title = {On the testable implications of causal models with hidden variables}, journal = {ArXiv e-prints}, ) @article(wood2015lesson, author = {Christopher J Wood and Robert W Spekkens}, year = {2015}, title = {The lesson of causal discovery algorithms for quantum correlations: Causal explanations of \uppercase{B}ell-inequality violations require fine-tuning}, journal = {New Journal of Physics}, volume = {17}, number = {3}, pages = {033002}, doi = {10.1088/1367-2630/17/3/033002}, ) @inproceedings(zhang2012quantum, author = {Shengyu Zhang}, year = {2012}, title = {Quantum strategic game theory}, booktitle = {Proceedings of the 3rd Innovations in Theoretical Computer Science Conference}, pages = {39}, doi = {10.1145/2090236.2090241}, )