I am doing literature research on algorithms for correcting mislabeled data using multilayer perceptrons. Found an "old" paper An algorithm for correcting mislabeled data (2001) by Xinchuan Zeng et al. Please share if you are aware of recent/current updates with a brief thoughts. Thanks in advance.

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    $\begingroup$ Are you just looking for techniques that specifically use MLPs or any other technique for correcting mislabelled data? $\endgroup$
    – nbro
    Mar 17 '20 at 15:28
  • $\begingroup$ I have numerical data with "unrelated" columns of numbers. Therefore, I think MLPs make more sense rather than, for example, CNNs. $\endgroup$
    – ViB
    Mar 17 '20 at 15:53
  • $\begingroup$ I am also not sure if arxiv.org/abs/1801.08019 and ieeexplore.ieee.org/abstract/document/6413805 will be more powerful as compared to MLPs. $\endgroup$
    – ViB
    Mar 17 '20 at 15:56

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