Hoifung Poon

Address: Dept. of Computer Science & Engineering University of Washington Box 352350 Seattle, WA 98195-2350 Telephone: (206) 543-8086 Fax: (206) 543-2969 Email: <first name > at cs dot washington dot edu Office: 318 Allen Center

Publications

• A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC. Hoifung Poon, Pedro Domingos, and Marc Sumner. Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008 (AAAI-08). Chicago, IL: AAAI Press. To appear. Acceptance rate: 24%.
• Markov Logic (book chapter). Pedro Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla. In L. De Raedt, P. Frasconi, K. Kersting and S. Muggleton (eds.), Probabilistic Inductive Logic Programming (pp. 92-117), 2008. New York: Springer.
• Joint Inference in Information Extraction. Hoifung Poon and Pedro Domingos. Proceedings of the Twenty-Second National Conference on Artificial Intelligence (pp. 913-918), 2007 (AAAI-07). Vancouver, Canada: AAAI Press. (Online appendix) Acceptance rate: 27%.
• Sound and Efficient Inference with Probabilistic and Deterministic Dependencies. Hoifung Poon and Pedro Domingos. Proceedings of the Twenty-First National Conference on Artificial Intelligence (pp. 458-463), 2006 (AAAI-06). Boston, MA: AAAI Press. Acceptance rate: 22%.
• Unifying Logical and Statistical AI. Pedro Domingos, Stanley Kok, Hoifung Poon, Matthew Richardson, Parag Singla. Proceedings of the Twenty-First National Conference on Artificial Intelligence (pp. 2-7), 2006 (AAAI-06). Boston, MA: AAAI Press.

Software

• The Alchemy System for Statistical Relational AI (Technical Report). Stanley Kok, Marc Sumner, Matthew Richardson, Parag Singla, Hoifung Poon, Daniel Lowd, Pedro Domingos. 2006. Department of Computer Science and Engineering, University of Washington, Seattle, WA. http://alchemy.cs.washington.edu.