Conditional random fields: Probabilistic models for segmenting and labeling sequence data J Lafferty, A McCallum, F Pereira Icml 1 (2), 3, 2001 | 18582 | 2001 |
Semi-supervised learning using gaussian fields and harmonic functions X Zhu, Z Ghahramani, JD Lafferty Proceedings of the 20th International conference on Machine learning (ICML …, 2003 | 5659* | 2003 |
Proceedings of the 31st International Conference on Neural Information Processing Systems U von Luxburg, I Guyon, S Bengio, H Wallach, R Fergus Curran Associates Inc., 2017 | 4651* | 2017 |
Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006 | 3706 | 2006 |
A statistical approach to machine translation PF Brown, J Cocke, SA Della Pietra, VJ Della Pietra, F Jelinek, J Lafferty, ... Computational linguistics 16 (2), 79-85, 1990 | 2812 | 1990 |
Clustering with Bregman divergences. A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty Journal of machine learning research 6 (10), 2005 | 2173 | 2005 |
A correlated topic model of Science DM Blei, JD Lafferty | 2080 | 2007 |
A study of smoothing methods for language models applied to ad hoc information retrieval C Zhai, J Lafferty ACM Sigir Forum 51 (2), 268-276, 2017 | 1995 | 2017 |
Inducing features of random fields S Della Pietra, V Della Pietra, J Lafferty IEEE transactions on pattern analysis and machine intelligence 19 (4), 380-393, 1997 | 1691 | 1997 |
Diffusion kernels on graphs and other discrete structures RI Kondor, J Lafferty Proceedings of the 19th international conference on machine learning 2002 …, 2002 | 1649 | 2002 |
Topic models DM Blei, JD Lafferty Text mining, 101-124, 2009 | 1606 | 2009 |
A study of smoothing methods for language models applied to information retrieval C Zhai, J Lafferty ACM Transactions on Information Systems (TOIS) 22 (2), 179-214, 2004 | 1602 | 2004 |
Using maximum entropy for text classification K Nigam, J Lafferty, A McCallum IJCAI-99 workshop on machine learning for information filtering 1 (1), 61-67, 1999 | 1409 | 1999 |
Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006 | 1349 | 2006 |
High-dimensional Ising model selection using ℓ1-regularized logistic regression P Ravikumar, MJ Wainwright, JD Lafferty | 1169 | 2010 |
Document language models, query models, and risk minimization for information retrieval J Lafferty, C Zhai Proceedings of the 24th annual international ACM SIGIR conference on …, 2001 | 1116 | 2001 |
Statistical models for text segmentation D Beeferman, A Berger, J Lafferty Machine learning 34, 177-210, 1999 | 994 | 1999 |
Model-based feedback in the language modeling approach to information retrieval C Zhai, J Lafferty Proceedings of the tenth international conference on Information and …, 2001 | 953 | 2001 |
Information retrieval as statistical translation A Berger, J Lafferty ACM SIGIR Forum 51 (2), 219-226, 2017 | 935 | 2017 |
The nonparanormal: Semiparametric estimation of high dimensional undirected graphs. H Liu, J Lafferty, L Wasserman Journal of Machine Learning Research 10 (10), 2009 | 847 | 2009 |