skip to main content

Explore Research Products in the NSF-PAR

  • Home
  • Search Results
  • Page 1 of 1

Search for: All records

Creators/Authors contains: "Drews, Samuel"

Note: When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval).
What is a DOI Number?

Some links on this page may take you to non-federal websites. Their policies may differ from this site.

  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. 
    more » « less
    Accepted Manuscript Full Text Available
  3. ; ; ; ( , Proceedings of the ACM on Programming Languages)
    Full Text Available 
  4. ; ; ( , Computer Aided Verification)
    Accepted Manuscript Full Text Available