Shie Mannor
15 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-4439-7647
Department of Electrical Engineering, Technion, Haifa, 3200003, Israel
Publications
- Statistical Optimization in High Dimensions — Operations Research 2016
- Regularized Policy Iteration with Nonparametric Function Spaces — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
- Learning the Variance of the Reward-To-Go — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
- Oracle-Based Robust Optimization via Online Learning — Operations Research 2015
- Set-Valued Approachability and Online Learning with Partial Monitoring — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
- Optimization Under Probabilistic Envelope Constraints — Operations Research 2012
- The Sample Complexity of Dictionary Learning — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
- Percentile Optimization for Markov Decision Processes with Parameter Uncertainty — Operations Research 2010
- Online Learning with Sample Path Constraints — Journal of Machine Learning Research 2009 (name-matched, not ORCID-linked)
- Robustness and Regularization of Support Vector Machines — Journal of Machine Learning Research 2009 (name-matched, not ORCID-linked)
- Bias and Variance Approximation in Value Function Estimates — Management Science 2007
- Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems — Journal of Machine Learning Research 2006 (name-matched, not ORCID-linked)
- The Sample Complexity of Exploration in the Multi-Armed Bandit Problem — Journal of Machine Learning Research 2004 (name-matched, not ORCID-linked)
- A Geometric Approach to Multi-Criterion Reinforcement Learning — Journal of Machine Learning Research 2004 (name-matched, not ORCID-linked)
- Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity — Journal of Machine Learning Research 2003 (name-matched, not ORCID-linked)