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» Topic Modeling Ensembles
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91
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EMNLP
2011
14 years 2 months ago
Optimizing Semantic Coherence in Topic Models
David M. Mimno, Hanna M. Wallach, Edmund M. Talley...
91
Voted
EMNLP
2011
14 years 2 months ago
Bayesian Checking for Topic Models
David M. Mimno, David M. Blei
IJCV
2012
13 years 4 months ago
Video Behaviour Mining Using a Dynamic Topic Model
Timothy M. Hospedales, Shaogang Gong, Tao Xiang
114
Voted
SDM
2012
SIAM
220views Data Mining» more  SDM 2012»
13 years 4 months ago
Transfer Topic Modeling with Ease and Scalability
Jeon-Hyung Kang, Jun Ma, Yang Liu
IDEAL
2007
Springer
15 years 8 months ago
Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles
The dependence of the classification error on the size of a bagging ensemble can be modeled within the framework of Monte Carlo theory for ensemble learning. These error curves ar...
Daniel Hernández-Lobato, Gonzalo Mart&iacut...