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Ohad Shamir | Alexander Rakhlin | Karthik Sridharan | O. Shamir | Karthik Sridharan | A. Rakhlin | Ohad Shamir
[1] V. Peña. A General Class of Exponential Inequalities for Martingales and Ratios , 1999 .
[2] H. Kushner,et al. Stochastic Approximation and Recursive Algorithms and Applications , 2003 .
[3] Thorsten Joachims,et al. Training linear SVMs in linear time , 2006, KDD '06.
[4] Elad Hazan,et al. Logarithmic regret algorithms for online convex optimization , 2006, Machine Learning.
[5] Thomas P. Hayes,et al. High-Probability Regret Bounds for Bandit Online Linear Optimization , 2008, COLT.
[6] Alexander Shapiro,et al. Stochastic Approximation approach to Stochastic Programming , 2013 .
[7] Ohad Shamir,et al. Stochastic Convex Optimization , 2009, COLT.
[8] Y. Nesterov,et al. Primal-dual subgradient methods for minimizing uniformly convex functions , 2010, 1401.1792.
[9] Elad Hazan,et al. An optimal algorithm for stochastic strongly-convex optimization , 2010, 1006.2425.
[10] Eric Moulines,et al. Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning , 2011, NIPS.
[11] Yoram Singer,et al. Pegasos: primal estimated sub-gradient solver for SVM , 2011, Math. Program..