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Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination.

Sitan ChenFrederic KoehlerAnkur MoitraMorris Yau
Published in: FOCS (2022)
Keyphrases
  • distribution free
  • normal distribution
  • large deviations
  • loss function
  • model selection
  • vc dimension
  • machine learning algorithms
  • maximum a posteriori
  • learning tasks