Supervised topic models

Supervised topic models (2008)

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by David M. Blei , Jon D. Mcauliffe

Venue:	In preparation
Citations:	96 - 4 self

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@INPROCEEDINGS{Blei08supervisedtopic,
    author = {David M. Blei and Jon D. Mcauliffe},
    title = {Supervised topic models},
    booktitle = {In preparation},
    year = {2008},
    publisher = {MIT Press}
}

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Citations

1429	The Elements of Statistical Learning - Hastie, Tibshirani, et al. - 2001
1370	Latent Dirichlet allocation - Blei, Ng, et al.
944	J: General Linear Models - McCullagh, Nelder - 1989
322	Bayesian hierarchical model for learning natural scene categories - Fei-Fei, Perona, et al.
241	Modeling annotated data - Blei, Jordan - 2003
153	The author-topic model for authors and documents - Rosen-Zvi, Griffiths, et al.
115	Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales - Pang, Lee - 2005
89	Integrating topics and syntax - Griffiths, Steyvers, et al. - 2005
79	Dimensionality reduction for supervised learning with reproducing kernel hilbert spaces - Fukumizu, Bach, et al. - 2004
72	Probabilistic topic models - Steyvers, Griffiths - 2007
47	Applying discrete pca in data analysis - Buntine, Jakulin - 2004
25	Multi-conditional learning: Generative/discriminative training for clustering and classification - McCallum, Pal, et al. - 2006
24	Mathematical statistics - Bickel, Doksum - 1976
10	A latent variable model for chemogenomic profiling - Flaherty, Giaever, et al. - 2005