Reinforcement Learning

Challenges and opportunities presented by automated and AI-assisted machine learning pipelines.

AI methods to optimize sequential decisions for long-term outcomes, with applications to reducing healthcare burdens on patients, researchers and clinicians.

Survival/time-to-event analysis is an important field of statistics concerned with understanding the distribution of events over time.