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Transdisciplinary Research Institute for Advancing Data Science

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Author: Lugosi, Gabor ×

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    Mean Estimation: Median of Means Tournaments
    (Georgia Institute of Technology, 2018-10-25) Lugosi, Gabor
    In these lectures we discuss some statistical problems with an interesting combinatorial structure behind. We start by reviewing the "hidden clique" problem, a simple prototypical example with a surprisingly rich structure. We also discuss various "combinatorial" testing problems and their connections to high-dimensional random geometric graphs. Time permitting, we study the problem of estimating the mean of a random variable.
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    Combinatorial Testing Problems
    (Georgia Institute of Technology, 2018-10-15) Lugosi, Gabor
    In these lectures we discuss some statistical problems with an interesting combinatorial structure behind. We start by reviewing the "hidden clique" problem, a simple prototypical example with a surprisingly rich structure. We also discuss various "combinatorial" testing problems and their connections to high-dimensional random geometric graphs. Time permitting, we study the problem of estimating the mean of a random variable.