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Creators/Authors contains: "Drews, Samuel"

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  1. ; ; ( , Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation)
    Full Text Available 
  2. ; ; ( , International Conference on Computer Aided Verification)
    We consider the problem of synthesizing a program given a probabilistic specification of its desired behavior. Specifically, we study the recent paradigm of distribution-guided inductive synthesis (digits), which iteratively calls a synthesizer on finite sample sets from a given distribution. We make theoretical and algorithmic contributions: (i) We prove the surprising result that digits only requires a polynomial number of synthesizer calls in the size of the sample set, despite its ostensibly exponential behavior. (ii) We present a property-directed version of digits that further reduces the number of synthesizer calls, drastically improving synthesis performance on a range of benchmarks.
    Accepted Manuscript Full Text Available
  3. ; ; ; ( , Proceedings of the ACM on Programming Languages)
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  4. ; ; ( , Computer Aided Verification)
    Accepted Manuscript Full Text Available