NIPS Proceedingsβ

XuanLong Nguyen

10 Papers

  • Scalable inference of topic evolution via models for latent geometric structures (2019)
  • Conic Scan-and-Cover algorithms for nonparametric topic modeling (2017)
  • Multi-way Interacting Regression via Factorization Machines (2017)
  • Geometric Dirichlet Means Algorithm for topic inference (2016)
  • Parallel Feature Selection Inspired by Group Testing (2014)
  • Bayesian inference as iterated random functions with applications to sequential inference in graphical models (2013)
  • Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization (2007)
  • In-Network PCA and Anomaly Detection (2006)
  • Divergences, surrogate loss functions and experimental design (2005)
  • On the Concentration of Expectation and Approximate Inference in Layered Networks (2003)