NIPS Proceedingsβ

Anima Anandkumar

8 Papers

  • Competitive Gradient Descent (2019)
  • Online and Differentially-Private Tensor Decomposition (2016)
  • Fast and Guaranteed Tensor Decomposition via Sketching (2015)
  • Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition (2014)
  • When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity (2013)
  • A Spectral Algorithm for Latent Dirichlet Allocation (2012)
  • Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs (2012)
  • Learning Mixtures of Tree Graphical Models (2012)