English

Competing with Markov prediction strategies

Machine Learning 2007-05-23 v1

Abstract

Assuming that the loss function is convex in the prediction, we construct a prediction strategy universal for the class of Markov prediction strategies, not necessarily continuous. Allowing randomization, we remove the requirement of convexity.

Cite

@article{arxiv.cs/0607136,
  title  = {Competing with Markov prediction strategies},
  author = {Vladimir Vovk},
  journal= {arXiv preprint arXiv:cs/0607136},
  year   = {2007}
}

Comments

11 pages

R2 v1 2026-07-22T12:26:16.924Z