Jiji Zhang
Jiji Zhang
Associate Professor of Philosophy, Lingnan University
Verified email at ln.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 (Jul), 1437-1474, 2008
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
Strong faithfulness and uniform consistency in causal inference
J Zhang, PL Spirtes
arXiv preprint arXiv:1212.2506, 2012
Actual causation: a stone soup essay
C Glymour, D Danks, B Glymour, F Eberhardt, J Ramsey, R Scheines, ...
Synthese 175 (2), 169-192, 2010
Causal inference and reasoning in causally insufficient systems
J Zhang
PhD thesis, Carnegie Mellon University, 2006
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
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 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
The three faces of faithfulness
J Zhang, P Spirtes
Synthese 193 (4), 1011-1027, 2016
Intervention, determinism, and the causal minimality condition
J Zhang, P Spirtes
Synthese 182 (3), 335-347, 2011
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
A transformational characterization of markov equivalence for directed acyclic graphs with latent variables
J Zhang, PL Spirtes
arXiv preprint arXiv:1207.1419, 2012
Distinguishing cause from effect based on exogeneity
K Zhang, J Zhang, B Schölkopf
arXiv preprint arXiv:1504.05651, 2015
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
A uniformly consistent estimator of causal effects under the k-triangle-faithfulness assumption
P Spirtes, J Zhang
Statistical Science, 662-678, 2014
A characterization of markov equivalence classes for ancestral graphical models
J Zhang, P Spirtes
Journal of the Korean Chemical Society 12 (2), 2308-2311, 2005
An embarrassment of riches: Modeling social preferences in ultimatum games
C Bicchieri, J Zhang
Handbook of the Philosophy of Science 13, 577-95, 2012
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