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    A Dynamic Approach to Statistical Debugging: Building Program Specific Models with Neural Networks 

    Wood, Matthew (Georgia Institute of Technology, 2007-05)
    Computer software is constantly increasing in complexity; this requires more developer time, effort, and knowledge in order to correct bugs inevitably occurring in software production. Eventually, increases in complexity ...
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    On Formula Embeddings in Neural-Guided SAT Solving 

    Dumenci, Mert (Georgia Institute of Technology, 2019-12)
    Branching heuristics determine the performance of search-based SAT solvers. We note that recently, Neural Machine Learning approaches have been proposed to learn such heuristics from data. The first step in learning a ...
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    Detecting Mosquitoes with Convolutional Neural Networks 

    Moore, Lawrence S. (Georgia Institute of Technology, 2017-08)
    Mosquitoes are directly responsible for the death of more than a million people each year. Yet the ability to mitigate their deadly impact or even monitor them in the wild to better understand their behavior remains ...

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    AuthorDumenci, Mert (1)Moore, Lawrence S. (1)Wood, Matthew (1)Subject
    Machine learning (3)
    Neural networks (3)
    Artificial intelligence (1)Branching heuristics (1)Computer science (1)Computer vision (1)Formal methods (1)Graph neural networks (1)LSTM (1)Program specific models (1)... View MoreDate Issued2010 - 2019 (2)2007 - 2009 (1)Has File(s)Yes (3)
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