NIPS Proceedingsβ

Inderjit S. Dhillon

12 Papers

  • A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation (2012)
  • Greedy Algorithms for Structurally Constrained High Dimensional Problems (2011)
  • Nearest Neighbor based Greedy Coordinate Descent (2011)
  • Orthogonal Matching Pursuit with Replacement (2011)
  • Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation (2011)
  • Guaranteed Rank Minimization via Singular Value Projection (2010)
  • Inductive Regularized Learning of Kernel Functions (2010)
  • Matrix Completion from Power-Law Distributed Samples (2009)
  • Online Metric Learning and Fast Similarity Search (2008)
  • Differential Entropic Clustering of Multivariate Gaussians (2006)
  • Generalized Nonnegative Matrix Approximations with Bregman Divergences (2005)
  • Triangle Fixing Algorithms for the Metric Nearness Problem (2004)