 | Avrim Blum, John Lafferty, Mugizi Robert Rwebangira, and Rajashekar Reddy: Semi-Supervised Learning Using Randomized Mincuts. Proceedings of the 21st International Conference on Machine Learning (ICML) PDF |
| John Lafferty, Xiaojin Zhu, and Yan Liu: Kernel conditional random fields: Representation and clique selection. Proceedings of the 21st International Conference on Machine Learning (ICML), 2004 PDF |
| Xiaojin Zhu, Zoubin Ghahramani, and John Lafferty: Semi-supervised learning using Gaussian fields and harmonic functions. Twentieth International Conference on Machine Learning (ICML-2003) PDF |
| Xiaojin Zhu, John Lafferty, and Zoubin Ghahramani: Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions. ICML 2003 Workshop on The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining PDF |
| Guy Lebanon, John Lafferty: Boosting and maximum likelihood for exponential models. Technical Report CMU-CS-01-144, School of Computer Science, CMU, 2001. Shorter version to appear in Advances in Neural Information Processing Systems (NIPS), 14, 2001 PDF |
| John Lafferty, Fernando Pereira, Andrew McCallum: Conditional random fields: Probabilistic models for segmenting and labeling sequence data. International Conference on Machine Learning (ICML'01), 2001 PDF |
| John Lafferty, Larry Wasserman: Iterative Markov chain Monte Carlo computation of reference priors and minimax risk. Uncertainty in Artificial Intelligence (UAI'01), 2001 PDF |
| John Lafferty, Chengxiang Zhai: Probabilistic IR models based on document and query generation. Abstract in the Proceedings of the Workshop on Language Modeling and Information Retrieval, Carnegie Mellon University, 2001 PDF |
| John Lafferty, Chengxiang Zhai: Document Language Models, Query Models, and Risk Minimization for Information Retrieval. SIGIR 2001: 111-119 PDF |
| Chengxiang Zhai, John Lafferty: Model-based Feedback in the Language Modeling Approach to Information Retrieval. CIKM 2001: 403-410 PDF |
| Chengxiang Zhai, John Lafferty: A Study of Smoothing Methods for Language Models Applied to Ad Hoc Information Retrieval. SIGIR 2001: 334-342 PDF |
| Stephen Della Pietra, Vincent Della Pietra, John Lafferty: Duality and auxiliary functions for Bregman distances. Technical Report CMU-CS-01-109, School of Computer Science, CMU, 2001 PDF |
| John Lafferty, Dan Rockmore: Codes and iterative decoding on algebraic expander graphs. In International Symposium on Information Theory and its Applications, 2000. PDF |
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