NIPS Proceedingsβ

Andrew McCallum

8 Papers

  • MAP Inference in Chains using Column Generation (2012)
  • Query-Aware MCMC (2011)
  • FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs (2009)
  • Rethinking LDA: Why Priors Matter (2009)
  • Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference (2009)
  • Group and Topic Discovery from Relations and Their Attributes (2005)
  • Conditional Models of Identity Uncertainty with Application to Noun Coreference (2004)
  • Classification with Hybrid Generative/Discriminative Models (2003)