AI RESEARCH
What is an average publication outcome for an ML PhD? [D]
r/MachineLearning
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I know publication count is not everything, and quality, contribution, advisor/lab culture, subfield, and luck all matter a lot. But to make the comparison easier, I’m curious about the publication-count side specifically. For an ML PhD, what would you consider an average publication outcome by graduation? For example, would something like 3-5 first-author papers at A/top-tier venues * be considered roughly average, or would that already be above average in ML? By A*/top-tier, I’m thinking of venues such as NeurIPS, ICML, ICLR, CVPR, ACL, EMNLP, etc., depending on the subfield.