Statistics and Data Science Seminar Jayadev Acharya, Cornell University
Statistical Inference Under Information Constraints: User level approaches
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…