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Jiji Zhang
Jiji Zhang
Department of Philosophy, Chinese University of Hong Kong
cuhk.edu.hk의 이메일 확인됨
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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
3232012
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
2042020
Causal Reasoning with Ancestral Graphs.
J Zhang
Journal of Machine Learning Research 9 (7), 2008
1932008
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
1532017
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
992015
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
412014
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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