フォロー
John Lafferty
John Lafferty
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引用先
引用先
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
J Lafferty, A McCallum, FCN Pereira
165992001
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
5053*2003
Topic models
DM Blei, JD Lafferty
Text mining, 101-124, 2009
42002009
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
25541990
Clustering with Bregman divergences.
A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty
Journal of machine learning research 6 (10), 2005
19212005
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
18992017
A correlated topic model of science
DM Blei, JD Lafferty
The annals of applied statistics 1 (1), 17-35, 2007
17042007
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
16381997
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
15462004
Diffusion kernels on graphs and other discrete structures
RI Kondor, J Lafferty
Proceedings of the 19th international conference on machine learning 2002 …, 2002
14822002
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
13381999
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
11462006
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
10792001
High-dimensional Ising model selection using ℓ1-regularized logistic regression
P Ravikumar, MJ Wainwright, JD Lafferty
The Annals of Statistics 38 (3), 1287-1319, 2010
10282010
Statistical models for text segmentation
D Beeferman, A Berger, J Lafferty
Machine learning 34 (1), 177-210, 1999
9081999
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
9002001
Information retrieval as statistical translation
A Berger, J Lafferty
ACM SIGIR Forum 51 (2), 219-226, 2017
8822017
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval
CX Zhai, WW Cohen, J Lafferty
Acm sigir forum 49 (1), 2-9, 2015
7252015
Expectation-propogation for the generative aspect model
TP Minka, J Lafferty
arXiv preprint arXiv:1301.0588, 2012
6802012
The nonparanormal: Semiparametric estimation of high dimensional undirected graphs.
H Liu, J Lafferty, L Wasserman
Journal of Machine Learning Research 10 (10), 2009
6802009
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論文 1–20