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All publications by Elad Hazan
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Classification with Low Rank and Missing Data
Elad Hazan, Roi Livni and Yishay Mansour
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Online Learning of Eigenvectors
Dan Garber, Elad Hazan and Tengyu Ma
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets
Dan Garber and Elad Hazan
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Online Time Series Prediction with Missing Data
Oren Anava, Elad Hazan and Assaf Zeevi
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Online Learning for Adversaries with Memory: Price of Past Mistakes
Oren Anava, Elad Hazan and Shie Mannor
Advances in Neural Information Processing Systems 28, 2015


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


Beyond Convexity: Stochastic Quasi-Convex Optimization
Elad Hazan, Kfir Levy and Shai Shalev-shwartz
Advances in Neural Information Processing Systems 28, 2015


Hard-Margin Active Linear Regression
Zohar Karnin and Elad Hazan
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


The Blinded Bandit: Learning with Adaptive Feedback
Ofer Dekel, Elad Hazan and Tomer Koren
Advances in Neural Information Processing Systems 27, 2014


Bandit Convex Optimization: Towards Tight Bounds
Elad Hazan and Kfir Levy
Advances in Neural Information Processing Systems 27, 2014


Better Rates for Any Adversarial Deterministic MDP
Ofer Dekel and Elad Hazan
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


A Polylog Pivot Steps Simplex Algorithm for Classification
Elad Hazan and Zohar Karnin
Advances in Neural Information Processing Systems 25, 2012


Linear Regression with Limited Observation
Elad Hazan and Tomer Koren
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


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


Beating SGD: Learning SVMs in Sublinear Time
Elad Hazan, Tomer Koren and Nati Srebro
Advances in Neural Information Processing Systems 24, 2011


Approximating Semidefinite Programs in Sublinear Time
Dan Garber and Elad Hazan
Advances in Neural Information Processing Systems 24, 2011


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


Efficient learning algorithms for changing environments
Elad Hazan and C. Seshadhri
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


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


Adaptive Online Gradient Descent
Elad Hazan, Alexander Rakhlin and Peter L. Bartlett
Advances in Neural Information Processing Systems 20, 2007


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