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Typical crowd-sourcing: collect k labels per example & majority vote. New work with Ashish Khetan & @AnimaAnandkumar provides theoretical and empirical evidence that when data is plentiful, it's better to label once and move on! https://arxiv.org/abs/1712.04577
Not at the moment. Do you have access to such noisy raw annotations?
interested in hearing about this also. I can imagine examples in medical imaging
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