Elad Hazan
Princeton University(US)
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Optimization and Search Problems
Most-Cited Works
- Adaptive Subgradient Methods for Online Learning and Stochastic Optimization(2010)
- → (2012)900 cited
- → Introduction to Online Convex Optimization(2016)869 cited
- → Logarithmic regret algorithms for online convex optimization(2007)869 cited
- Beyond the regret minimization barrier: optimal algorithms for stochastic strongly-convex optimization(2014)
- → Algorithms for portfolio management based on the Newton method(2006)230 cited
- Competing in the dark: An efficient algorithm for bandit linear optimization(2008)
- → On the complexity of approximating k-set packing(2006)189 cited
- Adaptive Online Gradient Descent(2007)