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A sincere thank you to my former supervisors and collaborators for the rewarding experience of working with them. I hope to have the
pleasure again soon! Back to the main page.
Journal
- Duvenaud, D., Eaton, D., Murphy, K. and Schmidt, M. (2009). Causal learning without DAGs.
Journal of Machine Learning Research.
- Daniel Eaton, Kevin Murphy (2007). Belief net structure learning from uncertain interventions. Journal of Machine Learning Research, Special
Topic on Causality. Submitted.
- Bret Fortenberry, Joel Chenu, Dan Eaton, Fumihide Tanaka, Javier Movellan (2005). RUBI: A Robotic Platform for Real-time Social Interaction. Neurocomputing, in press.
- Takayuki Kanda, Takayuki Hirano, Daniel Eaton, Hiroshi Ishiguro (2004). Interactive robots as social partners and peer tutors for children: A field trial. Journal of Human computer Interaction (Special Issue). Vol.19, No. 1-2, pp. 61-84.
- Takayuki Kanda, Takayuki Hirano, Daniel Eaton, Hiroshi Ishiguro (2004). Participation of Interactive Humanoid Robots in Human Society. Journal of the Robotics Society of Japan. Vol. 22, No. 5, pp. 94-105.
Conference
- Daniel Eaton, Kevin Murphy (2007). Bayesian structure learning using dynamic programming and MCMC. Uncertainty in Artificial Intelligence (UAI). (Acceptance rate: 32%)
- Daniel Eaton, Kevin Murphy (2007). Exact Bayesian structure learning from uncertain interventions. AI & Statistics. (Acceptance rate: 50%)
- Bret Fortenberry, Joel Chenu, Dan Eaton, Javier Movellan (2004). RUBI: A Robotic Platform for Real-time Social Interaction. International Conference on Development and Learning.
- Takayuki Kanda, Takayuki Hirano, Daniel Eaton, Hiroshi Ishiguro (2003). Person identification and interaction of social robots by using wireless tags. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 1657-1664.
- Takayuki Kanda, Takayuki Hirano, Daniel Eaton, Hiroshi Ishiguro (2003). A practical experiment with interactive humanoid robots in a human society. Third IEEE International Conference on Humanoid Robots (Humanoids).
Workshop
- Daniel Eaton, Kevin Murphy (2006). Bayesian structure learning using dynamic programming and MCMC. NIPS Workshop on Causality and Feature Selection.
- H. Ishiguro, M. Shiomi, T. Kanda, D. Eaton and N. Hagita (2005). Field experiment in a science museum with communication robots and a ubiquitous sensor network. ICRA workshop on network robot systems.
Book Chapters
- Kevin Murphy, Antonio Torralba, Daniel Eaton, William Freeman (2005). Object detection and localization using local and global features. Lecture Notes in Computer Science (Unrefereed). Ed. Martial Hebert, Jean Ponce, Cordelia Schmid, Andrew Zisserman.
Thesis
- MSc thesis. Bayesian structure learning for the uncertain experimentalist (2007). University of
British Columbia, Department Computer Science.
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