Growing systems and extremal statistics
My reserach in this area includes:- branching processes . These are models of population growth where individuals do not interact and have applications in population biology, but also in machine learning and statistical physics.
- Extremal statistics and large deviation theory. Extremal statistics concerns the study of maxima, minima and order statistics or random variables, while large deviations are exponentially rate events.
- Mathematics of machine learning. I'm studying multiple instance learning problems...