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Publications of Author

1. Peter L. Bartlett, Ambuj Tewari
   Sparseness Versus Estimating Conditional Probabilities: Some Asymptotic Results. [Citation Graph (0, 0)][DBLP]
   COLT, 2004, pp:564-578 [Conf]
   
2. Ambuj Tewari, Peter L. Bartlett
   On the Consistency of Multiclass Classification Methods. [Citation Graph (0, 0)][DBLP]
   COLT, 2005, pp:143-157 [Conf]
   
3. Ambuj Tewari, Utkarsh Srivastava, P. Gupta
   A Parallel DFA Minimization Algorithm. [Citation Graph (0, 0)][DBLP]
   HiPC, 2002, pp:34-40 [Conf]
   
4. Ambuj Tewari, Peter L. Bartlett
   Bounded Parameter Markov Decision Processes with Average Reward Criterion. [Citation Graph (0, 0)][DBLP]
   COLT, 2007, pp:263-277 [Conf]
   
5. Peter L. Bartlett, Ambuj Tewari
   Sample Complexity of Policy Search with Known Dynamics. [Citation Graph (0, 0)][DBLP]
   NIPS, 2006, pp:97-104 [Conf]
   
6. 
   Optimal Stragies and Minimax Lower Bounds for Online Convex Games. [Citation Graph (, )][DBLP]
   
   
7. 
   High-Probability Regret Bounds for Bandit Online Linear Optimization. [Citation Graph (, )][DBLP]
   
   
8. 
   Efficient bandit algorithms for online multiclass prediction. [Citation Graph (, )][DBLP]
   
   
9. 
   Stochastic methods for l₁ regularized loss minimization. [Citation Graph (, )][DBLP]
   
   
10. 
    Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs. [Citation Graph (, )][DBLP]
    
    
11. 
    On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization. [Citation Graph (, )][DBLP]
    
    
12. 
    On the Generalization Ability of Online Strongly Convex Programming Algorithms. [Citation Graph (, )][DBLP]
    
    
13. 
    Applications of strong convexity--strong smoothness duality to learning with matrices [Citation Graph (, )][DBLP]
    
    
14. 
    Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity [Citation Graph (, )][DBLP]
    
    
15. 
    On the Finite Time Convergence of Cyclic Coordinate Descent Methods [Citation Graph (, )][DBLP]
    
    
16. 
    Online Learning: Random Averages, Combinatorial Parameters, and Learnability [Citation Graph (, )][DBLP]