IS Machine learning: Patrice Bertail
From Belle Taylor
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Name: Patrice Bertail
Talk Title: Concentration inequalities for NA random variables, applications to survey sampling
Abstract: The purpose of this talk is first to present some Hoeffding and Bernstein bounds for negatively associated (NA) random variables and to apply them to some specific time series and to some NA survey sampling plans. We then show how it is possible to get concentration inequalities for empirical processes indexed by classes of functions of NA variables, under quite standard conditions. Applications to some specific survey sampling plans as well as connections to permutation tests are presented.
Joint work with S. Clémencon, Y. Guyonvarch and N. Noiry.
This talk is an invited talk at EVA 2021