Alekh Agarwal

Binding

I am broadly interested in Machine Learning, Statistics and Optimization. I am currently working on several aspects of Interactive Machine Learning, including contextual bandits, reinforcement learning and active learning with an eye towards practical learning systems with strong theoretical guarantees. I have previously worked on tradeoffs between computational and statistical complexities, large-scale and distributed machine learning and statistical inference in high-dimensions.