Lecture 3

  • Information inequalities
  • Sub-additivity of entropy functional
  • Variational representations of entropy/relative entropy
  • Modified logarithmic Sobolev inequalities
  • Concentration for self-bounding functions
  • Bounded differences inequalities

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References :  Chapters Information inequalities and Entropy method from Concentration inequalities.