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cs.IT2021
Optimal Maximal Leakage-Distortion Tradeoff
Sara Saeidian, Giulia Cervia, Tobias J. Oechtering +1
Most methods for publishing data with privacy guarantees introduce randomness into datasets which reduces the utility of the published data. In this paper, we study the privacy-uti…
cs.IT2021
Fixed-Length Strong Coordination Capacity
Giulia Cervia, Tobias J. Oechtering, Mikael Skoglund
This paper investigates the problem of synthesizing joint distributions in the finite-length regime. For a fixed blocklength and an upper bound on the distribution approximatio…