Satyen Kale
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Stochastic Gradient Optimization Techniques, Optimization and Search Problems, Sparse and Compressive Sensing Techniques
Most-Cited Works
- → On the Convergence of Adam and Beyond(2019)1,613 cited
- → (2012)899 cited
- → Logarithmic regret algorithms for online convex optimization(2007)869 cited
- → Privacy, accuracy, and consistency too(2007)485 cited
- → Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits(2014)313 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
- Adaptive Methods for Nonconvex Optimization(2018)
- SCAFFOLD: Stochastic Controlled Averaging for On-Device Federated Learning.(2019)