Elad Hazan

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

John C. Duchi, Elad Hazan, Yoram Singer · 2010 · 8.6K citations

Computing, Computer Science, Algorithms +15

Logarithmic regret algorithms for online convex optimization

Elad Hazan, Amit Agarwal, Satyen Kale · Machine Learning · 2007 · 874 citations · Full text

Computing, Computer Science, Algorithms +13

Beyond the regret minimization barrier: optimal algorithms for stochastic strongly-convex optimization

Elad Hazan, Satyen Kale · Journal of Machine Learning Research · 2014 · 234 citations

Computing, Computer Science, Algorithms +15

Algorithms for portfolio management based on the Newton method

Amit Agarwal, Elad Hazan, Satyen Kale et al. · 2006 · 231 citations

Business, Economics, Finance +17

Competing in the dark: An efficient algorithm for bandit linear optimization

Jacob Abernethy, Elad Hazan, Alexander Rakhlin · ScholarlyCommons (University of Pennsylvania) · 2008 · 195 citations · Full text

Computing, Computer Science, Algorithms +13