NIPS Proceedingsβ

David M. Blei

21 Papers

  • How They Vote: Issue-Adjusted Models of Legislative Behavior (2012)
  • Scalable Inference of Overlapping Communities (2012)
  • Truncation-free Online Variational Inference for Bayesian Nonparametric Models (2012)
  • Spatial distance dependent Chinese restaurant processes for image segmentation (2011)
  • Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces (2010)
  • Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable (2010)
  • Online Learning for Latent Dirichlet Allocation (2010)
  • A Bayesian Analysis of Dynamics in Free Recall (2009)
  • Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process (2009)
  • Reading Tea Leaves: How Humans Interpret Topic Models (2009)
  • Variational Inference for the Nested Chinese Restaurant Process (2009)
  • Mixed Membership Stochastic Blockmodels (2008)
  • Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation (2008)
  • Syntactic Topic Models (2008)
  • Supervised Topic Models (2007)
  • Correlated Topic Models (2005)
  • Gaussian Process Dynamical Models (2005)
  • Integrating Topics and Syntax (2004)
  • Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes (2004)
  • Hierarchical Topic Models and the Nested Chinese Restaurant Process (2003)
  • Latent Dirichlet Allocation (2001)