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John Lafferty
John Lafferty
Yale University
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Cited by
Cited by
Year
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
J Lafferty, A McCallum, F Pereira
Icml 1 (2), 3, 2001
186812001
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
5687*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
4769*2017
Dynamic topic models
DM Blei, JD Lafferty
Proceedings of the 23rd international conference on Machine learning, 113-120, 2006
37372006
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
28211990
Clustering with Bregman divergences.
A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty
Journal of machine learning research 6 (10), 2005
21812005
A correlated topic model of Science
DM Blei, JD Lafferty
21112007
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
20002017
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
16971997
Diffusion kernels on graphs and other discrete structures
RI Kondor, J Lafferty
Proceedings of the 19th international conference on machine learning 2002 …, 2002
16602002
Topic models
DM Blei, JD Lafferty
Text mining, 101-124, 2009
16182009
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
16062004
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
14131999
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
13582006
High-dimensional Ising model selection using 1-regularized logistic regression
P Ravikumar, MJ Wainwright, JD Lafferty
11712010
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
11192001
Statistical models for text segmentation
D Beeferman, A Berger, J Lafferty
Machine learning 34, 177-210, 1999
10011999
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
9542001
Information retrieval as statistical translation
A Berger, J Lafferty
ACM SIGIR Forum 51 (2), 219-226, 2017
9402017
The nonparanormal: Semiparametric estimation of high dimensional undirected graphs.
H Liu, J Lafferty, L Wasserman
Journal of Machine Learning Research 10 (10), 2009
8512009
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