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cs.IT2015
Algorithmic statistics: normal objects and universal models
Alexey Milovanov
Kolmogorov suggested to measure quality of a statistical hypothesis for a data by two parameters: Kolmogorov complexity of the hypothesis and the probability …
cs.LG2015★ 1 cited
Algorithmic statistics, prediction and machine learning
Alexey Milovanov
Algorithmic statistics considers the following problem: given a binary string (e.g., some experimental data), find a "good" explanation of this data. It uses algorithmic inform…