Rajdeep Singh

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The Dimensionality Gap: Why Representation Failures Cause Black Swan Events

Scene from Good Will Hunting, illustrating the limits of secondhand understanding

  • Black swans hide in the discarded dimensions.
  • The machine-learning analogue is distribution shift.

Full paper in progress.