Towards Practical Differentially Private Convex Optimization

10.07.2019 in reading S&P2019 , machine learning

Brief

  • Roger Iyengar Carnegie Mellon University
  • Om Thakkar Boston University
  • Joseph P. Near University of California, Berkeley
  • Abhradeep Thakurta University of California, Santa Cruz
  • Dawn Song University of California, Berkeley
  • Lun Wang Peking University

将差分隐私用于凸优化问题中,并处理实际数据集合。文中给出了一个新的训练算法。