What are your favorite machine learning papers that were never published anywhere except on http://arxiv.org ?https://twitter.com/colinraffel/status/1174691881114058752 …
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No opinion on favorite or not, but this paper @geoffreyhinton, @OriolVinyalsML, & I submitted to NeurIPS'14 was rejected (~2K citations):
Distilling the Knowledge in a Neural Network
https://arxiv.org/abs/1503.02531
2/3 said "1: This work is incremental and unlikely to have much impact"
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Would be interesting to counterfactually estimate how many cites it would have accrued had it been accepted (and do so for all rejected papers on arxiv).
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How? Using impact factors?
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Would be interesting to see how popular it would have become if it was published by some less popular researchers. "Just" publishing on arxiv when you are not well-known is difficult, i.e., you might not get much attention.
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Enjoyed reading the paper. Didn't know it was not published (other than arxiv).
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Tell Inverse Autoregressive Flows about the importance of distillation
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No surprise, given the current state of the review system.
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Unbelievable that anyone would "dare" rejecting your papers, but this kind of tweet may push the community to dictatorship! of some researchers since reviewers would be scared to reject your papers to prevent this kind of situation. I respect your great contributions, though
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Is there link for full paper review?
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Probably this idea pre-existed in another field of research: https://www.microsoft.com/en-us/research/wp-content/uploads/2014/09/DNNoutput_v11.pdf …
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Haha. I'm wondering what those reviewers would possibly think when they come across this tweet.
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Čini se da učitavanje traje već neko vrijeme.
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