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Statistics and Data Science Seminar Jayadev Acharya, Cornell University

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Statistical Inference Under Information Constraints: User level approaches

Jayadev Acharya, Cornell University
E18-304

Abstract: In this talk, we will present highlights from some of the work we have been doing in distributed inference under information constraints, such as privacy and communication. We consider basic tasks such as learning and testing of discrete as well as high dimensional distributions, when the samples are distributed across users who can then only send…

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MIT Statistics + Data Science Center
Massachusetts Institute of Technology
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Cambridge, MA 02139-4307
617-253-1764