Many warn that Artificial Intelligence has a serious reproducibility crisis, but is it so? Some conclusions from the author's experience trying to replicate 255 papers. (more…)
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Posted by Hansa Srinivasan, Software Engineer, Google Research Machine learning systems have been increasingly deployed to aid in high-i... (more…)
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When I read Machine Learning papers, I ask myself whether the contributions of the paper fall under improvements to 1) Expressivity 2) Train... (more…)
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The advancements in machine learning techniques have encouraged researchers
to apply these techniques to a myriad of software engineering tasks that use
source code analysis, such as testing and vulnerability detection. Such a large
number of studies hind... (more…)
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Many warn that Artificial Intelligence has a serious reproducibility crisis, but is it so? Some conclusions from the author's experience trying to replicate 255 papers. (more…)
Read more »