<title>meta on Kyle Roth</title>
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<description>Recent content in meta on Kyle Roth</description>
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<lastBuildDate>Thu, 13 Aug 2020 10:36:05 -0700</lastBuildDate>
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<title>Troubling trends in machine learning scholarship</title>
<link>https://kylrth.com/paper/troubling-trends-in-ml/</link>
<pubDate>Thu, 13 Aug 2020 10:36:05 -0700</pubDate>
<guid>https://kylrth.com/paper/troubling-trends-in-ml/</guid>
<description>The authors discuss four trends in AI research that have negative consequences for the community. problems explanation vs. speculation It’s important to allow researchers to include speculation, because speculation is what allows ideas to form. But the paper has to carefully couch speculation inside a “Motivations” section or other verbage to ensure the reader understands its place. It’s extremely important to define concepts before using them. Terms like internal covariate shift or coverage sound like definitions without actually being such.</description>
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