Rethinking statistical learning theory: learning using statistical invariants

Vladimir Vapnik, Rauf Izmailov

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)381-423
Number of pages43
JournalMachine Learning
Issue number3
Early online date18 Jul 2018
Publication statusPublished - Mar 2019


  • Classification
  • Conditional probability
  • Ill-Posed problem
  • Intelligent teacher
  • Kernel function
  • Learning theory
  • Neural network
  • Privileged information
  • Regression
  • Reproducing Kernel Hilbert space
  • Support vector machine
  • Weak convergence

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