Randomized accuracy-aware program transformations for efficient approximate computations

  title={Randomized accuracy-aware program transformations for efficient approximate computations},
  author={Zeyuan Allen Zhu and Sasa Misailovic and Jonathan A. Kelner and Martin C. Rinard},
Despite the fact that approximate computations have come to dominate many areas of computer science, the field of program transformations has focused almost exclusively on traditional semantics-preserving transformations that do not attempt to exploit the opportunity, available in many computations, to acceptably trade off accuracy for benefits such as increased performance and reduced resource consumption. We present a model of computation for approximate computations and an algorithm for… CONTINUE READING
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