Jiji Zhang
Jiji Zhang
Verified email at hkbu.edu.hk
Cited by
Cited by
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
Adjacency-faithfulness and conservative causal inference
J Ramsey, J Zhang, PL Spirtes
arXiv preprint arXiv:1206.6843, 2012
Detection of unfaithfulness and robust causal inference
J Zhang, P Spirtes
Minds and Machines 18 (2), 239-271, 2008
Causal reasoning with ancestral graphs
J Zhang
Journal of Machine Learning Research 9, 1437-1474, 2008
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
Actual causation: a stone soup essay
C Glymour, D Danks, B Glymour, F Eberhardt, J Ramsey, R Scheines, ...
Synthese 175 (2), 169-192, 2010
Strong faithfulness and uniform consistency in causal inference
J Zhang, PL Spirtes
arXiv preprint arXiv:1212.2506, 2012
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
Causal inference and reasoning in causally insufficient systems
J Zhang
PhD thesis, Carnegie Mellon University, 2006
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
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
The three faces of faithfulness
J Zhang, P Spirtes
Synthese 193 (4), 1011-1027, 2016
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
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
Distinguishing cause from effect based on exogeneity
K Zhang, J Zhang, B Schölkopf
arXiv preprint arXiv:1504.05651, 2015
Intervention, determinism, and the causal minimality condition
J Zhang, P Spirtes
Synthese 182 (3), 335-347, 2011
Causal identification under Markov equivalence: Completeness results
A Jaber, J Zhang, E Bareinboim
International Conference on Machine Learning, 2981-2989, 2019
A transformational characterization of markov equivalence for directed acyclic graphs with latent variables
J Zhang, PL Spirtes
arXiv preprint arXiv:1207.1419, 2012
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
Causal identification under Markov equivalence
A Jaber, J Zhang, E Bareinboim
arXiv preprint arXiv:1812.06209, 2018
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