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  • Moritz Hardt, Kunal Talwar
  • Computer Science, Mathematics
  • STOC '10
  • 2010 (First Publication: 21 July 2009)
  • We consider the noise complexity of differentially private mechanisms in the setting where the user asks d linear queries f:Rn -> R non-adaptively. Here, the database is represented by a vector in RExpand
  • Moritz Hardt, Tengyu Ma
  • Mathematics, Computer Science
  • ICLR
  • 2017 (First Publication: 14 November 2016)
  • An emerging design principle in deep learning is that each layer of a deep artificial neural network should be able to easily express the identity transformation. This idea not only motivated variousExpand