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Improved MCMC sampling methods for estimating weighted sums in Winnow with application to DNF learning.

Qingping TaoStephen D. Scott
Published in: Mach. Learn. (2008)
Keyphrases
  • weighted sums
  • learning algorithm
  • weight update
  • sampling methods
  • reinforcement learning
  • pairwise
  • learning process
  • active learning
  • supervised learning
  • image segmentation
  • markov chain