How Do Neural Networks Overcome Label Noise?

Amnon Drory, Shai Avidan, Raja Giryes

Feb 12, 2018 (modified: Jun 04, 2018) ICLR 2018 Workshop Submission readers: everyone Show Bibtex
  • Abstract: This work derives an analytical expression for the effect of label noise on DNN error.
  • Keywords: Deep Neural Networks, Label Noise, K Nearest Neighbors
  • TL;DR: This work derives an analytical expression for the effect of label noise on DNN error.
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