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Jiji Zhang
Jiji Zhang
Department of Philosophy, Chinese University of Hong Kong
Verified email at cuhk.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
4512008
Adjacency-faithfulness and conservative causal inference
J Ramsey, J Zhang, PL Spirtes
arXiv preprint arXiv:1206.6843, 2012
3092012
Causal Reasoning with Ancestral Graphs.
J Zhang
Journal of Machine Learning Research 9 (7), 2008
1812008
Causal discovery from heterogeneous/nonstationary data
B Huang, K Zhang, J Zhang, J Ramsey, R Sanchez-Romero, C Glymour, ...
Journal of Machine Learning Research 21 (89), 1-53, 2020
1782020
Detection of unfaithfulness and robust causal inference
J Zhang, P Spirtes
Minds and Machines 18, 239-271, 2008
1552008
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
1412017
Actual causation: a stone soup essay
C Glymour, D Danks, B Glymour, F Eberhardt, J Ramsey, R Scheines, ...
Synthese 175, 169-192, 2010
1052010
Strong faithfulness and uniform consistency in causal inference
J Zhang, PL Spirtes
arXiv preprint arXiv:1212.2506, 2012
1012012
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
912015
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
892005
Causal identification under markov equivalence: Completeness results
A Jaber, J Zhang, E Bareinboim
International Conference on Machine Learning, 2981-2989, 2019
842019
Causal inference and reasoning in causally insufficient systems
J Zhang
PhD thesis, Carnegie Mellon University, 2006
712006
The three faces of faithfulness
J Zhang, P Spirtes
Synthese 193, 1011-1027, 2016
502016
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
482012
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
462007
Intervention, determinism, and the causal minimality condition
J Zhang, P Spirtes
Synthese 182, 335-347, 2011
442011
Distinguishing cause from effect based on exogeneity
K Zhang, J Zhang, B Schölkopf
arXiv preprint arXiv:1504.05651, 2015
422015
A transformational characterization of markov equivalence for directed acyclic graphs with latent variables
J Zhang, PL Spirtes
arXiv preprint arXiv:1207.1419, 2012
392012
A uniformly consistent estimator of causal effects under the k-triangle-faithfulness assumption
P Spirtes, J Zhang
Statistical Science, 662-678, 2014
372014
A comparison of three occam's razors for markovian causal models
J Zhang
The British journal for the philosophy of science, 2013
372013
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Articles 1–20