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A Strictly Frequentist Theory of Imprecise Probability
From the Origin of Probability Theory to the Current Problems of Machine Learning
Machine learning is mainly standing on the pillars of probability theory and statistics. It was Kolmogorov's celebrated book ``Grundbegriffe der Wahrscheinlichkeitsrechnung'' (translated as ''Foundations of the Theory of Probability'') which in 1933 laid the foundation for modern probability theory...