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Asymptotic Characterisation of Robust Empirical Risk Minimisation Performance in the Presence of Outliers.

Matteo VilucchioEmanuele TroianiVittorio ErbaFlorent Krzakala
Published in: CoRR (2023)
Keyphrases
  • empirical risk
  • rates of convergence
  • loss function
  • risk minimization
  • fixed number
  • majority vote
  • computational complexity
  • high dimensional
  • data points
  • decision function
  • uniform convergence