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Colloquium of Steklov Mathematical Institute of Russian Academy of Sciences
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Algorithmic statistics N. K. Vereshchaginabc a MSU b NRU HSE c Yandex |
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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. |
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