Browsing by Author Blei, David M
Showing results 22 to 34 of 34
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Publication Date | Article Title | Author(s) |
---|---|---|
2015 | The Population Posterior and Bayesian Modeling on Streams | McInerney, James; Ranganath, Rajesh; Blei, David M |
Apr-2012 | Probabilistic topic models | Blei, David M |
2012 | Scalable Inference of Overlapping Communities | Gopalan, Prem; Mimno, David; Gerrish, Sean M; Freedman, Michael J; Blei, David M |
Dec-2016 | Scaling probabilistic models of genetic variation to millions of humans | Gopalan, Prem; Hao, Wei; Blei, David M; Storey, John D |
Jun-2012 | Sparse stochastic inference for latent Dirichlet allocation | Mimno, David; Hoffman, Matthew D; Blei, David M |
2011 | Spatial distance dependent Chinese restaurant processes for image segmentation | Ghosh, Soumya; Ungureanu, Andrei B; Sudderth, Erik B; Blei, David M |
2012 | Stick-Breaking Beta Processes and the Poisson Process | Paisley, John; Blei, David M; Jordan, Michael I |
2013 | Stochastic Variational Inference | Hoffman, Matthew D; Blei, David M; Wang, Chong; Paisley, John |
2012 | Truncation-free Online Variational Inference for Bayesian Nonparametric Models | Wang, Chong; Blei, David M |
Feb-2012 | A Tutorial on Bayesian Nonparametric Models | Gershman, Samuel J; Blei, David M |
Jun-2012 | Variational Bayesian Inference with Stochastic Search | Paisley, John; Blei, David M; Jordan, Michael I |
2013 | Variational Inference in Nonconjugate Models | Wang, Chong; Blei, David M |
2017 | Variational Inference via χ Upper Bound Minimization | Dieng, Adji B; Tran, Dustin; Ranganath, Rajesh; Paisley, John; Blei, David M |