I study the automation of the learning mechanism and its efficient algorithmic implementation. This study centers in the field of machine learning and touches upon mathematical optimization, game theory, statistics and computational complexity. For more details, see research and bio pages. For more information about my group and our research, see our group webpage.
- Introduction to Online Convex Optimization
- Optimization for Machine Learning
- Introduction to Online and Non-stochastic Control , ICML 2020 Tutorial