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All publications by Satyen Kale
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Optimal and Adaptive Algorithms for Online Boosting
Alina Beygelzimer, Satyen Kale and Haipeng Luo
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Online Gradient Boosting
Alina Beygelzimer, Elad Hazan, Satyen Kale and Haipeng Luo
Advances in Neural Information Processing Systems 28, 2015


Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits
Alekh Agarwal, Daniel Hsu, Satyen Kale, John Langford, Lihong Li and Robert Schapire
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Adaptive Market Making via Online Learning
Jacob Abernethy and Satyen Kale
Advances in Neural Information Processing Systems 26, 2013


Projection-free Online Learning
Elad Hazan and Satyen Kale
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Efficient and Practical Stochastic Subgradient Descent for Nuclear Norm Regularization
Haim Avron, Satyen Kale, Vikas Sindhwani and Shiva P. Kasiviswanathan
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Contextual Bandit Learning with Predictable Rewards
Alekh Agarwal, Miroslav Dudík, Satyen Kale, John Langford and Robert E. Schapire
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction
Elad Hazan and Satyen Kale
Advances in Neural Information Processing Systems 24, 2011


Non-Stochastic Bandit Slate Problems
Satyen Kale, Lev Reyzin and Robert E. Schapire
Advances in Neural Information Processing Systems 23, 2010


Beyond Convexity: Online Submodular Minimization
Elad Hazan and Satyen Kale
Advances in Neural Information Processing Systems 22, 2009


On Stochastic and Worst-case Models for Investing
Elad Hazan and Satyen Kale
Advances in Neural Information Processing Systems 22, 2009


Computational Equivalence of Fixed Points and No Regret Algorithms, and Convergence to Equilibria
Elad Hazan and Satyen Kale
Advances in Neural Information Processing Systems 20, 2007


Algorithms for portfolio management based on the Newton method
Amit Agarwal, Elad Hazan, Satyen Kale and Robert E. Schapire
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006