I am a senior principal researcher at Microsoft Research AI, located in Redmond, WA. My current research interests include:
- Optimization algorithms for machine learning: stochastic and data-driven algorithms, randomized incremental and coordinate descent methods, minimax optimization, statistical methods.
- Reinforcement learning algorithms, theory and applications.
- Parallel and distributed computing, machine learning and optimization software.