Abstract:
The goal of mathematical statistics is to provide a plausible
probabilistic hypothesis to a given observed data. It turns out that,
using the notion of Kolmogorov complexity, we can formalize this task in
a new way. This area is called algorithmic statistics. In the talk, we
will define the main notions of algorithmic statistics and survey its
main results.