Charles Sutton
Charles Sutton is a person.
- See: CRF Training Algorithm.
References
2008
- (Hall et al., 2008) ⇒ Rob Hall, Charles Sutton, and Andrew McCallum. (2008). “Unsupervised Deduplication Using Cross-field Dependencies.” In: Proceedings of the Fourteenth SIGKDD Conference (KDD-2008). doi:10.1145/1401890.1401931
2007
- (Sutton & McCallum, 2007) ⇒ Charles Sutton, and Andrew McCallum. (2007). “An Introduction to Conditional Random Fields for Relational Learning.” In: (Getoor & Taskar, 2007).
- (Sutton et al., 2007) ⇒ Charles Sutton, Andrew McCallum, and Khashayar Rohanimanesh. (2007). “Dynamic Conditional Random Fields: Factorized probabilistic models for labeling and segmenting sequence data.” In: Journal of Machine Learning Research, 8.
- Journal version of (Sutton et al., 2004) at ICML 2004.
- (Hall et al., 2007) ⇒ Rob Hall, Charles Sutton, and Andrew McCallum. (2007). “Unsupervised coreference of publication venues.” University of Massachusetts, Amherst, Amherst, MA, Tech. Rep., 2007.
2006
- (JINLP, 2006) Proposed workshop http://www.cs.umass.edu/~casutton/jinlp2006/
2005
- (Sutton & McCallum, 2005b) ⇒ Charles Sutton, and Andrew McCallum. (2005). ."Piecewise Training of Undirected Models.” In: 21st Conference on Uncertainty in Artificial Intelligence, (UAI 2005).
- (Sutton & McCallum, 2005a) ⇒ Charles Sutton, and Andrew McCallum. (2005). ."Joint Parsing and Semantic Role Labeling.” In: Proceedings of the Ninth Conference on Computational Natural Language Learning (CONLL 2005).
2004
- (Sutton et al., 2004) ⇒ Charles Sutton, Khashayar Rohanimanesh, and Andrew McCallum. (2004). “Dynamic Conditional Random Fields: Factorized probabilistic models for labeling and segmenting sequence data.” In: Proceedings of the twenty-first International Conference on Machine learning (ICML 2004). doi:10.1145/1015330.1015422
- (Sutton, 2004) ⇒ Charles Sutton. (2004). “Conditional Probabilistic Context-Free Grammars.” Master’s thesis, University of Massachusetts, (2004).
- (McCallum & Sutton, 2004) ⇒ Andrew McCallum, and Charles Sutton. (2004). “Piecewise Training with Parameter Independence Diagrams: Comparing Globally- and Locally-trained Linear-chain CRFs.” In: NIPS 2004 Workshop on Learning with Structured Outputs.
