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Myrto Limnios

Teaching & PhD Courses Empirical processes MATH-522 We learn how to control the nonasymptotic and random behavior of collections of estimators, when indexed by classes of functions/sets. Examples range from prototypical estimators used by statisticians, to nonparametric models used in machine learning. Regression methods MATH-408 General graduate course on regression methods

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Myrto Limnios

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Learning to rank anomalies: scalar performance criteria and maximization of rank statistics

A bipartite ranking approach to the two-sample problem