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Hanshen Xiao

1 paper in the PaperMetrix corpus

Publications

Papers by this author

  1. On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data

    2020 · arXiv (Cornell University)

    In this paper, we consider the problem of designing Differentially Private (DP) algorithms for Stochastic Convex Optimization (SCO) on heavy-tailed data. The irregularity of such data violates some key assumptions used in almost all existing …