Latent Dirichlet allocation. Zbl 1112.68379
Blei, David M.; Ng, Andrew Y.; Jordan, Michael I. |
|
2003
|
Mixed membership stochastic blockmodels. Zbl 1225.68143
Airoldi, Edoardo M.; Blei, David M.; Fienberg, Stephen E.; Xing, Eric P. |
|
2008
|
Hierarchical Dirichlet processes. Zbl 1171.62349
Teh, Yee Whye; Jordan, Michael I.; Beal, Matthew J.; Blei, David M. |
|
2006
|
Stochastic variational inference. Zbl 1317.68163
Hoffman, Matthew D.; Blei, David M.; Wang, Chong; Paisley, John |
|
2013
|
Variational inference for Dirichlet process mixtures. Zbl 1331.62259
Blei, David M.; Jordan, Michael I. |
|
2006
|
Automatic differentiation variational inference. Zbl 1437.62109
Kucukelbir, Alp; Tran, Dustin; Ranganath, Rajesh; Gelman, Andrew; Blei, David M. |
|
2017
|
A correlated topic model of science. Zbl 1129.62122
Blei, David M.; Lafferty, John D. |
|
2007
|
Frequentist consistency of variational Bayes. Zbl 1428.62119
Wang, Yixin; Blei, David M. |
|
2019
|
Stochastic gradient descent as approximate Bayesian inference. Zbl 1442.62055
Mandt, Stephan; Hoffman, Matthew D.; Blei, David M. |
|
2017
|
Distance dependent chinese restaurant processes. Zbl 1280.68157
Blei, David M.; Frazier, Peter I. |
|
2011
|
A tutorial on Bayesian nonparametric models. Zbl 1237.62062
Gershman, Samuel J.; Blei, David M. |
|
2012
|
Dirichlet process mixtures of generalized linear models. Zbl 1280.62031
Hannah, Lauren A.; Blei, David M.; Powell, Warren B. |
|
2011
|
Variational inference in nonconjugate models. Zbl 1320.62057
Wang, Chong; Blei, David M. |
|
2013
|
The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies. Zbl 1327.68187
Blei, David M.; Griffiths, Thomas L.; Jordan, Michael I. |
|
2010
|
Matching words and pictures. Zbl 1061.68174
Barnard, Kobus; Duygulu, Pinar; Forsyth, David; de Freitas, Nando; Blei, David M.; Jordan, Michael I. |
|
2003
|
Efficient discovery of overlapping communities in massive networks. Zbl 1292.91150
Gopalan, Prem K.; Blei, David M. |
|
2013
|
The blessings of multiple causes. Zbl 1428.62059
Wang, Yixin; Blei, David M. |
|
2019
|
Handbook of mixed membership models and their applications. Zbl 1369.62003
|
|
2015
|
Hierarchical relational models for document networks. Zbl 1189.62191
Chang, Jonathan; Blei, David M. |
|
2010
|
A general method for robust Bayesian modeling. Zbl 1407.62088
Wang, Chong; Blei, David M. |
|
2018
|
SHOPPER: a probabilistic model of consumer choice with substitutes and complements. Zbl 1443.62218
Ruiz, Francisco J. R.; Athey, Susan; Blei, David M. |
|
2020
|
The holdout randomization test for feature selection in black box models. Zbl 07546466
Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. |
|
2022
|
The discrete infinite logistic normal distribution. Zbl 1330.62081
Paisley, John; Wang, Chong; Blei, David M. |
|
2012
|
Correlated random measures. Zbl 1398.60071
Ranganath, Rajesh; Blei, David M. |
|
2018
|
Double empirical Bayes testing. Zbl 07778691
Tansey, Wesley; Wang, Yixin; Rabadan, Raul; Blei, David |
|
2020
|
A general linear-time inference method for Gaussian processes on one dimension. Zbl 07626749
Loper, Jackson; Blei, David; Cunningham, John P.; Paninski, Liam |
|
2021
|
The holdout randomization test for feature selection in black box models. Zbl 07546466
Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. |
|
2022
|
A general linear-time inference method for Gaussian processes on one dimension. Zbl 07626749
Loper, Jackson; Blei, David; Cunningham, John P.; Paninski, Liam |
|
2021
|
SHOPPER: a probabilistic model of consumer choice with substitutes and complements. Zbl 1443.62218
Ruiz, Francisco J. R.; Athey, Susan; Blei, David M. |
|
2020
|
Double empirical Bayes testing. Zbl 07778691
Tansey, Wesley; Wang, Yixin; Rabadan, Raul; Blei, David |
|
2020
|
Frequentist consistency of variational Bayes. Zbl 1428.62119
Wang, Yixin; Blei, David M. |
|
2019
|
The blessings of multiple causes. Zbl 1428.62059
Wang, Yixin; Blei, David M. |
|
2019
|
A general method for robust Bayesian modeling. Zbl 1407.62088
Wang, Chong; Blei, David M. |
|
2018
|
Correlated random measures. Zbl 1398.60071
Ranganath, Rajesh; Blei, David M. |
|
2018
|
Automatic differentiation variational inference. Zbl 1437.62109
Kucukelbir, Alp; Tran, Dustin; Ranganath, Rajesh; Gelman, Andrew; Blei, David M. |
|
2017
|
Stochastic gradient descent as approximate Bayesian inference. Zbl 1442.62055
Mandt, Stephan; Hoffman, Matthew D.; Blei, David M. |
|
2017
|
Handbook of mixed membership models and their applications. Zbl 1369.62003
|
|
2015
|
Stochastic variational inference. Zbl 1317.68163
Hoffman, Matthew D.; Blei, David M.; Wang, Chong; Paisley, John |
|
2013
|
Variational inference in nonconjugate models. Zbl 1320.62057
Wang, Chong; Blei, David M. |
|
2013
|
Efficient discovery of overlapping communities in massive networks. Zbl 1292.91150
Gopalan, Prem K.; Blei, David M. |
|
2013
|
A tutorial on Bayesian nonparametric models. Zbl 1237.62062
Gershman, Samuel J.; Blei, David M. |
|
2012
|
The discrete infinite logistic normal distribution. Zbl 1330.62081
Paisley, John; Wang, Chong; Blei, David M. |
|
2012
|
Distance dependent chinese restaurant processes. Zbl 1280.68157
Blei, David M.; Frazier, Peter I. |
|
2011
|
Dirichlet process mixtures of generalized linear models. Zbl 1280.62031
Hannah, Lauren A.; Blei, David M.; Powell, Warren B. |
|
2011
|
The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies. Zbl 1327.68187
Blei, David M.; Griffiths, Thomas L.; Jordan, Michael I. |
|
2010
|
Hierarchical relational models for document networks. Zbl 1189.62191
Chang, Jonathan; Blei, David M. |
|
2010
|
Mixed membership stochastic blockmodels. Zbl 1225.68143
Airoldi, Edoardo M.; Blei, David M.; Fienberg, Stephen E.; Xing, Eric P. |
|
2008
|
A correlated topic model of science. Zbl 1129.62122
Blei, David M.; Lafferty, John D. |
|
2007
|
Hierarchical Dirichlet processes. Zbl 1171.62349
Teh, Yee Whye; Jordan, Michael I.; Beal, Matthew J.; Blei, David M. |
|
2006
|
Variational inference for Dirichlet process mixtures. Zbl 1331.62259
Blei, David M.; Jordan, Michael I. |
|
2006
|
Latent Dirichlet allocation. Zbl 1112.68379
Blei, David M.; Ng, Andrew Y.; Jordan, Michael I. |
|
2003
|
Matching words and pictures. Zbl 1061.68174
Barnard, Kobus; Duygulu, Pinar; Forsyth, David; de Freitas, Nando; Blei, David M.; Jordan, Michael I. |
|
2003
|