Science and data science

Por Blei, David M., Smyth, Padhraic
Publicado no Proc Natl Acad Sci U S A (2017)

Efficient discovery of overlapping communities in massive networks

Por Gopalan, Prem K., Blei, David M.
Publicado em 2013

Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis

Por Blei, David, Carin, Lawrence, Dunson, David
Publicado em 2010

Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure

Por Mimno, David, Blei, David M., Engelhardt, Barbara E.
Publicado no Proc Natl Acad Sci U S A (2015)

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis

Por Perotte, Adler, Ranganath, Rajesh, Hirsch, Jamie S, Blei, David, Elhadad, Noémie
Publicado no J Am Med Inform Assoc (2015)

Scaling probabilistic models of genetic variation to millions of humans

Por Gopalan, Prem, Hao, Wei, Blei, David M., Storey, John D.
Publicado no Nat Genet (2016)

A Topographic Latent Source Model for fMRI Data

Por Gershman, Samuel J., Blei, David M., Pereira, Francisco, Norman, Kenneth A.
Publicado em 2011

Topographic Factor Analysis: A Bayesian Model for Inferring Brain Networks from Neural Data

Por Manning, Jeremy R., Ranganath, Rajesh, Norman, Kenneth A., Blei, David M.
Publicado em 2014

Mixed Membership Stochastic Blockmodels

Por Airoldi, Edoardo M., Blei, David M., Fienberg, Stephen E., Xing, Eric P.
Publicado em 2008

Deep Learning with Hierarchical Convolutional Factor Analysis

Por Chen, Bo, Polatkan, Gungor, Sapiro, Guillermo, Blei, David, Dunson, David, Carin, Lawrence
Publicado em 2013

Decomposing Spatiotemporal Brain Patterns into Topographic Latent Sources

Por Gershman, Samuel J., Blei, David M., Norman, Kenneth A., Sederberg, Per B.
Publicado em 2014