papers
Publications (18)
cs.LG2012
A Bayesian Nonparametric Approach to Image Super-resolution
Gungor Polatkan, Mingyuan Zhou, Lawrence Carin +2
stat.ML2016
Deep Survival Analysis
Rajesh Ranganath, Adler Perotte, Noémie Elhadad +1
cs.IR2015
Continuous Time Dynamic Topic Models
Chong Wang, David Blei, David Heckerman
stat.ML2016
Variational Tempering
Stephan Mandt, James McInerney, Farhan Abrol +2
cs.CL2017
Structured Embedding Models for Grouped Data
Maja Rudolph, Francisco Ruiz, Susan Athey +1
stat.ML2014
Smoothed Gradients for Stochastic Variational Inference
Stephan Mandt, David Blei
cs.LG2012
Sparse Stochastic Inference for Latent Dirichlet allocation
David Mimno, Matt Hoffman, David Blei
cs.LG2012
Nonparametric variational inference
Samuel Gershman, Matt Hoffman, David Blei
stat.ML2012
The Discrete Infinite Logistic Normal Distribution
John Paisley, Chong Wang, David Blei
econ.EM2018
Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
Susan Athey, David Blei, Robert Donnelly +2
cs.LG2012
Variational Bayesian Inference with Stochastic Search
John Paisley, David Blei, Michael Jordan
stat.ML2016
Correlated Random Measures
Rajesh Ranganath, David Blei
cs.IR2012
Nonparametric Bayes Pachinko Allocation
Wei Li, David Blei, Andrew McCallum
cs.LG2012
Learning with Scope, with Application to Information Extraction and Classification
David Blei, J Andrew Bagnell, Andrew McCallum
stat.ML2013
A Nested HDP for Hierarchical Topic Models
John Paisley, Chong Wang, David Blei +1
cs.CL2012
Multilingual Topic Models for Unaligned Text
Jordan Boyd-Graber, David Blei
math.ST2012
The Stick-Breaking Construction of the Beta Process as a Poisson Process
John Paisley, David Blei, Michael I. Jordan
stat.ML2017
Dynamic Bernoulli Embeddings for Language Evolution
Maja Rudolph, David Blei