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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
4802008
Adjacency-faithfulness and conservative causal inference
J Ramsey, J Zhang, PL Spirtes
arXiv preprint arXiv:1206.6843, 2012
3212012
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
2012020
Causal Reasoning with Ancestral Graphs.
J Zhang
Journal of Machine Learning Research 9 (7), 2008
1912008
Detection of unfaithfulness and robust causal inference
J Zhang, P Spirtes
Minds and Machines 18, 239-271, 2008
1572008
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
1522017
Actual causation: a stone soup essay
C Glymour, D Danks, B Glymour, F Eberhardt, J Ramsey, R Scheines, ...
Synthese 175, 169-192, 2010
1092010
Strong faithfulness and uniform consistency in causal inference
J Zhang, PL Spirtes
arXiv preprint arXiv:1212.2506, 2012
1082012
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
982015
Causal identification under markov equivalence: Completeness results
A Jaber, J Zhang, E Bareinboim
International Conference on Machine Learning, 2981-2989, 2019
902019
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
902005
Causal inference and reasoning in causally insufficient systems
J Zhang
PhD thesis, Carnegie Mellon University, 2006
732006
The three faces of faithfulness
J Zhang, P Spirtes
Synthese 193, 1011-1027, 2016
532016
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
512012
Intervention, determinism, and the causal minimality condition
J Zhang, P Spirtes
Synthese 182, 335-347, 2011
472011
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
472007
Distinguishing cause from effect based on exogeneity
K Zhang, J Zhang, B Schölkopf
arXiv preprint arXiv:1504.05651, 2015
412015
A uniformly consistent estimator of causal effects under the k-triangle-faithfulness assumption
P Spirtes, J Zhang
Statistical Science, 662-678, 2014
402014
A transformational characterization of markov equivalence for directed acyclic graphs with latent variables
J Zhang, PL Spirtes
arXiv preprint arXiv:1207.1419, 2012
402012
A comparison of three occam's razors for markovian causal models
J Zhang
The British journal for the philosophy of science, 2013
382013
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