NIPS Proceedingsβ

Huan Xu

16 Papers

  • Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint (2016)
  • Subspace Clustering with Irrelevant Features via Robust Dantzig Selector (2015)
  • Clustering from Labels and Time-Varying Graphs (2014)
  • Convex Optimization Procedure for Clustering: Theoretical Revisit (2014)
  • Online Optimization for Max-Norm Regularization (2014)
  • Robust Logistic Regression and Classification (2014)
  • Learning Multiple Models via Regularized Weighting (2013)
  • Online PCA for Contaminated Data (2013)
  • Online Robust PCA via Stochastic Optimization (2013)
  • Provable Subspace Clustering: When LRR meets SSC (2013)
  • Reinforcement Learning in Robust Markov Decision Processes (2013)
  • Clustering Sparse Graphs (2012)
  • Distributionally Robust Markov Decision Processes (2010)
  • Robust PCA via Outlier Pursuit (2010)
  • Robust Regression and Lasso (2008)
  • The Robustness-Performance Tradeoff in Markov Decision Processes (2006)