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Reducing High Variance in ML Conference Reviews

The current ML conference review process experiences high variance in decisions near the cutoff, leading to frustration. This variance stems from the large number of submissions, stretched reviewers, and differing standards. As a result, the outcome can feel random, especially for papers on the borderline of acceptance.

Computing & Technology, Computer Science, Artificial Intelligence