R. E. Tillman, A. Gretton, and P. Spirtes (2010)
"Nonlinear directed acyclic structure learning with weakly additive noise models"
To appear in Advances in Neural Information Processing Systems 22 (NIPS 2009).
[Abstract] [PDF] [BiBTeX]

P. Spirtes, C. Glymour, R. Scheines and R. E. Tillman (2010)
"Automated search for causal relations: theory and practice"
To appear.
[Abstract] [PDF] [BiBTeX]

R. E. Tillman (2009)
"Structure learning with independent non-identically distributed data"
In Proceedings of the 26th International Conference on Machine Learning (ICML 2009).
[Abstract] [PDF] [BiBTeX]

R. E. Tillman and P. Spirtes (2009)
"When causality matters for prediction: investigating the practical tradeoffs"
To appear in Proceedings of NIPS 2008 Worshop on Causality: Objectives and Assessment.
[Abstract] [PDF] [BiBTeX]

R. E. Tillman, D. Danks and C. Glymour (2009)
"Integrating locally learned causal structures with overlapping variables"
In Advances in Neural Information Processing Systems 21 (NIPS 2008)
[Abstract] [PDF] [BiBTeX]

R. E. Tillman (2008)
"Learning Bayesian network structure from distributed data with overlapping variables"
Technical Report, Carnegie Mellon University
[Abstract] [PDF] [BiBTeX]