Alexey Milovanov

Algorithmic Statistics, Prediction and Machine Learning

2016 · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)

Algorithmic statistics considers the following problem: given a binary string x (e.g., some experimental data), find a "good" explanation of this data. It uses algorithmic information theory to define formally what is a good explanation. …