-
1
-
-
85014561619
-
A fast iterative shrinkage- thresholding algorithm for linear inverse problems
-
January
-
Beck, A. and Teboulle, M. A fast iterative shrinkage- thresholding algorithm for linear inverse problems. SIAM Journal on Imaging Sciences, 2(1): 183-202, January 2009. ISSN 1936-4954.
-
(2009)
SIAM Journal on Imaging Sciences
, vol.2
, Issue.1
, pp. 183-202
-
-
Beck, A.1
Teboulle, M.2
-
2
-
-
84919895841
-
Sampling models for discrete data
-
chapter 13, Springer
-
Bishop, Y., Fienberg, S., and Holland, P. Sampling models for discrete data. In Discrete Multivariate Analysis: Theory and Practice, chapter 13, pp. 435-456. Springer, 2007.
-
(2007)
Discrete Multivariate Analysis: Theory and Practice
, pp. 435-456
-
-
Bishop, Y.1
Fienberg, S.2
Holland, P.3
-
3
-
-
84861170800
-
Probabilistic topic models
-
November
-
Blei, D. Probabilistic topic models. Communications of the ACM, 55(4):77-84, November 2012. ISSN 1053-5888.
-
(2012)
Communications of the ACM
, vol.55
, Issue.4
, pp. 77-84
-
-
Blei, D.1
-
4
-
-
0141607824
-
Latent dirichlet allocation
-
Blei, D, Ng, A., and Jordan, M. Latent dirichlet allocation. JMLR, 3:993-1022, 2003.
-
(2003)
JMLR
, vol.3
, pp. 993-1022
-
-
Blei, D.1
Ng, A.2
Jordan, M.3
-
5
-
-
84864066426
-
Correlated topic models
-
Blei, D. M. and Lafferty, J. D. Correlated topic models. In NIPS, pp. 147-154, 2005.
-
(2005)
NIPS
, pp. 147-154
-
-
Blei, D.M.1
Lafferty, J.D.2
-
6
-
-
34250772913
-
Dynamic topic models
-
Blei, D. M. and Lafferty, J. D. Dynamic topic models. In ICML, pp. 113-120, 2006. ISBN 1595933832.
-
(2006)
ICML
, pp. 113-120
-
-
Blei, D.M.1
Lafferty, J.D.2
-
8
-
-
0042420026
-
A generalization of principal component analysis to the exponential family
-
Collins, M., Dasgupta, S and Schapire, R. E. A generalization of principal component analysis to the exponential family. In NIPS, pp. 617-624, 2001.
-
(2001)
NIPS
, pp. 617-624
-
-
Collins, M.1
Dasgupta S..2
Schapire, R.E.3
-
10
-
-
77956556686
-
Replicated softmax: An undirected topic model
-
Hinton, G. and Salakhutdinov, R. Replicated softmax: An undirected topic model. NIPS, pp. 1607-1614, 2009.
-
(2009)
NIPS
, pp. 1607-1614
-
-
Hinton, G.1
Salakhutdinov, R.2
-
11
-
-
0001509519
-
Probabilistic latent semantic analysis
-
Morgan Kaufmann Publishers Inc
-
Hofmann, T. Probabilistic latent semantic analysis. In Uncertainty in Artificial Intelligence (UAI), pp. 289-296. Morgan Kaufmann Publishers Inc., 1999.
-
(1999)
Uncertainty in Artificial Intelligence (UAI)
, pp. 289-296
-
-
Hofmann, T.1
-
12
-
-
84898981075
-
BIG & QUIC: Sparse inverse co- variance estimation for a million variables
-
Hsieh, C, Sustik, M. A., Dhillon, I. S., Ravikumar, P. K and Poldrack, R. A. BIG & QUIC: Sparse inverse co- variance estimation for a million variables. In NIPS, pp. 3165-3173, 2013.
-
(2013)
NIPS
, pp. 3165-3173
-
-
Hsieh, C.1
Sustik, M.A.2
Dhillon, I.S.3
Ravikumar, P.K.4
Poldrack, R.A.5
-
13
-
-
84859058588
-
Interactive topic modeling
-
Hu, Y., Boyd-Graber, J., and Satinoff, B. Interactive topic modeling. In ACL, pp. 248-257, 2011.
-
(2011)
ACL
, pp. 248-257
-
-
Hu, Y.1
Boyd-Graber, J.2
Satinoff, B.3
-
14
-
-
80053260943
-
Optimizing semantic coherence in topic models
-
Mimno, D, Wallach, H. M., Talley, E., Leenders, M., and McCallum, A. Optimizing semantic coherence in topic models. In EMNLP, pp. 262-272, 2011.
-
(2011)
EMNLP
, pp. 262-272
-
-
Mimno, D.1
Wallach, H.M.2
Talley, E.3
Leenders, M.4
McCallum, A.5
-
15
-
-
49549095095
-
Sparse word graphs: A scalable algorithm for capturing word correlations in topic models
-
Nallapati, R., Ahmed, A., Cohen, W., and Xing, E. Sparse word graphs: A scalable algorithm for capturing word correlations in topic models. ICDM, pp. 343-348, 2007.
-
(2007)
ICDM
, pp. 343-348
-
-
Nallapati, R.1
Ahmed, A.2
Cohen, W.3
Xing, E.4
-
16
-
-
77955114158
-
Evaluating topic models for digital libraries
-
Newman, D, Noh, Y, Talley, E, Karimi, S, and Baldwin, T. Evaluating topic models for digital libraries. In ACM/IEEE Joint Conference on Digital Libraries (JCDL), pp. 215-224, 2010. ISBN 9781450300858.
-
(2010)
ACM/IEEE Joint Conference on Digital Libraries (JCDL)
, pp. 215-224
-
-
Newman, D.1
Noh, Y.2
Talley, E.3
Karimi, S.4
Baldwin, T.5
-
17
-
-
0033886806
-
Text classification from labeled and unlabeled documents using EM
-
Nigam, K., Mccallum, A. K., Thrun, S., and Mitchell, T. Text classification from labeled and unlabeled documents using EM. Machine Learning, 39(2-3): 103-134, 2000.
-
(2000)
Machine Learning
, vol.39
, Issue.2-3
, pp. 103-134
-
-
Nigam, K.1
McCallum, A.K.2
Thrun, S.3
Mitchell, T.4
-
19
-
-
0034118493
-
Inference of population structure using multilocus genotype data
-
June
-
Pritchard, J. K., Stephens, M., and Donnelly, P. Inference of population structure using multilocus genotype data. Genetics, 155(2):945-59, June 2000. ISSN 0016-6731.
-
(2000)
Genetics
, vol.155
, Issue.2
, pp. 945-959
-
-
Pritchard, J.K.1
Stephens, M.2
Donnelly, P.3
-
20
-
-
77951455815
-
High- dimensional Ising model selection using 11-regularized logistic regression
-
June
-
Ravikumar, P., Wainwright, M. J., and Lafferty, J. D. High- dimensional Ising model selection using 11-regularized logistic regression. The Annals of Statistics, 38(3): 1287- 1319, June 2010. ISSN 0090-5364.
-
(2010)
The Annals of Statistics
, vol.38
, Issue.3
, pp. 1287-1319
-
-
Ravikumar, P.1
Wainwright, M.J.2
Lafferty, J.D.3
-
21
-
-
80555142374
-
High-dimensional covariance estimation by minimizing 11-penalized log-determinant divergence
-
Ravikumar, P., Wainwright, M. J., Raskutti, G., and Yu, B. High-dimensional covariance estimation by minimizing 11-penalized log-determinant divergence. Electronic Journal of Statistics, 5:935-980, 2011. ISSN 1935-7524.
-
(2011)
Electronic Journal of Statistics
, vol.5
, pp. 935-980
-
-
Ravikumar, P.1
Wainwright, M.J.2
Raskutti, G.3
Yu, B.4
-
22
-
-
77956533739
-
Spherical topic models
-
Reisinger, J., Waters, A., Silverthorn, B., and Mooney, R. J. Spherical topic models. In ICML, pp. 903-910, 2010.
-
(2010)
ICML
, pp. 903-910
-
-
Reisinger, J.1
Waters, A.2
Silverthorn, B.3
Mooney, R.J.4
-
23
-
-
47149095062
-
A scaling model for estimating time-series party positions from texts
-
Slapin, J. and Proksch, S. A scaling model for estimating time-series party positions from texts. American Journal of Political Science, 52(3):705-722, 2008.
-
(2008)
American Journal of Political Science
, vol.52
, Issue.3
, pp. 705-722
-
-
Slapin, J.1
Proksch, S.2
-
24
-
-
84875509718
-
Exploring topic coherence over many models and many topics
-
Stevens, K. and Kegelmeyer, P. Exploring topic coherence over many models and many topics. In EMNLP-CoNLL, pp. 952-961, 2012.
-
(2012)
EMNLP-CoNLL
, pp. 952-961
-
-
Stevens, K.1
Kegelmeyer, P.2
-
26
-
-
12244288622
-
Probabilistic author-topic models for information discovery
-
Steyvers, M, Smyth, P., Rosen-Zvi, M, and Griffiths, T. Probabilistic author-topic models for information discovery. In KDD, pp. 306-315, 2004. ISBN 1581138881.
-
(2004)
KDD
, pp. 306-315
-
-
Steyvers, M.1
Smyth, P.2
Rosen-Zvi, M.3
Griffiths, T.4
-
27
-
-
65749118363
-
Graphical models, exponential families, and variational inference
-
Wainwright, M. J. and Jordan, M. I. Graphical models, exponential families, and variational inference. Foundations and Trends in Machine Learning, 1(12):1-305, 2008. ISSN 1935-8237.
-
(2008)
Foundations and Trends in Machine Learning
, vol.1
, Issue.12
, pp. 1-305
-
-
Wainwright, M.J.1
Jordan, M.I.2
-
28
-
-
84877773753
-
Graphical models via generalized linear models
-
Yang, E., Ravkiumar, P., Allen, G. I., and Liu, Z. Graphical models via generalized linear models. In NIPS, pp. 1367-1375, 2012.
-
(2012)
NIPS
, pp. 1367-1375
-
-
Yang, E.1
Ravkiumar, P.2
Allen, G.I.3
Liu, Z.4
-
29
-
-
84899024909
-
On poisson graphical models
-
Yang, E, Ravikumar, P., Allen, G., and Liu, Z. On poisson graphical models. In MPS, pp. 1718-1726, 2013.
-
(2013)
MPS
, pp. 1718-1726
-
-
Yang, E.1
Ravikumar, P.2
Allen, G.3
Liu, Z.4
-
30
-
-
84877607371
-
Truncated power method for sparse eigenvalue problems
-
Yuan, X. and Zhang, T. Truncated power method for sparse eigenvalue problems. JMLR, 14:899-925, 2013.
-
(2013)
JMLR
, vol.14
, pp. 899-925
-
-
Yuan, X.1
Zhang, T.2
|