NIPS Proceedingsβ

Shie Mannor

19 Papers

  • Community Detection via Measure Space Embedding (2015)
  • Online Learning for Adversaries with Memory: Price of Past Mistakes (2015)
  • Policy Gradient for Coherent Risk Measures (2015)
  • Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach (2015)
  • How hard is my MDP?" The distribution-norm to the rescue" (2014)
  • Robust Logistic Regression and Classification (2014)
  • Learning Multiple Models via Regularized Weighting (2013)
  • Online PCA for Contaminated Data (2013)
  • Reinforcement Learning in Robust Markov Decision Processes (2013)
  • The Perturbed Variation (2012)
  • Committing Bandits (2011)
  • From Bandits to Experts: On the Value of Side-Observations (2011)
  • Distributionally Robust Markov Decision Processes (2010)
  • Online Classification with Specificity Constraints (2010)
  • Regularized Policy Iteration (2008)
  • Robust Regression and Lasso (2008)
  • The Robustness-Performance Tradeoff in Markov Decision Processes (2006)
  • The Steering Approach for Multi-Criteria Reinforcement Learning (2001)
  • Weak Learners and Improved Rates of Convergence in Boosting (2000)