Jiji Zhang
Jiji Zhang
Verified email at hkbu.edu.hk
Title
Cited by
Cited by
Year
On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias
J Zhang
Artificial Intelligence 172 (16-17), 1873-1896, 2008
2792008
Adjacency-faithfulness and conservative causal inference
J Ramsey, J Zhang, PL Spirtes
arXiv preprint arXiv:1206.6843, 2012
2262012
Detection of unfaithfulness and robust causal inference
J Zhang, P Spirtes
Minds and Machines 18 (2), 239-271, 2008
1212008
Causal reasoning with ancestral graphs
J Zhang
Journal of Machine Learning Research 9, 1437-1474, 2008
1152008
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
862005
Actual causation: a stone soup essay
C Glymour, D Danks, B Glymour, F Eberhardt, J Ramsey, R Scheines, ...
Synthese 175 (2), 169-192, 2010
802010
Strong faithfulness and uniform consistency in causal inference
J Zhang, PL Spirtes
arXiv preprint arXiv:1212.2506, 2012
782012
Causal discovery from nonstationary/heterogeneous data: Skeleton estimation and orientation determination
K Zhang, B Huang, J Zhang, C Glymour, B Schölkopf
IJCAI: Proceedings of the Conference 2017, 1347, 2017
572017
Causal inference and reasoning in causally insufficient systems
J Zhang
PhD thesis, Carnegie Mellon University, 2006
532006
On estimation of functional causal models: general results and application to the post-nonlinear causal model
K Zhang, Z Wang, J Zhang, B Schölkopf
ACM Transactions on Intelligent Systems and Technology (TIST) 7 (2), 1-22, 2015
472015
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
412007
The three faces of faithfulness
J Zhang, P Spirtes
Synthese 193 (4), 1011-1027, 2016
362016
Towards characterizing Markov equivalence classes for directed acyclic graphs with latent variables
AR Ali, TS Richardson, PL Spirtes, J Zhang
arXiv preprint arXiv:1207.1365, 2012
362012
Causal Discovery from Heterogeneous/Nonstationary Data.
B Huang, K Zhang, J Zhang, JD Ramsey, R Sanchez-Romero, C Glymour, ...
J. Mach. Learn. Res. 21 (89), 1-53, 2020
302020
Distinguishing cause from effect based on exogeneity
K Zhang, J Zhang, B Schölkopf
arXiv preprint arXiv:1504.05651, 2015
302015
Intervention, determinism, and the causal minimality condition
J Zhang, P Spirtes
Synthese 182 (3), 335-347, 2011
292011
Causal identification under Markov equivalence: Completeness results
A Jaber, J Zhang, E Bareinboim
International Conference on Machine Learning, 2981-2989, 2019
252019
A transformational characterization of markov equivalence for directed acyclic graphs with latent variables
J Zhang, PL Spirtes
arXiv preprint arXiv:1207.1419, 2012
252012
A comparison of three occam's razors for markovian causal models
J Zhang
The British journal for the philosophy of science 64 (2), 423-448, 2013
242013
Causal identification under Markov equivalence
A Jaber, J Zhang, E Bareinboim
arXiv preprint arXiv:1812.06209, 2018
232018
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Articles 1–20