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All publications by Robert E. Tillman
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Learning equivalence classes of acyclic models with latent and selection variables from multiple datasets with overlapping variables
Robert E. Tillman and Peter Spirtes
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Structure learning with independent non-identically distributed data
Robert E. Tillman
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Nonlinear directed acyclic structure learning with weakly additive noise models
Arthur Gretton, Peter Spirtes and Robert E. Tillman
Advances in Neural Information Processing Systems 22, 2009


Integrating Locally Learned Causal Structures with Overlapping Variables
David Danks, Clark Glymour and Robert E. Tillman
Advances in Neural Information Processing Systems 21, 2008