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Inexact stochastic subgradient projection method for stochastic equilibrium problems with nonmonotone bifunctions: application to expected risk minimization in machine learning.

Hideaki Iiduka
Published in: J. Glob. Optim. (2021)
Keyphrases
  • projection method
  • machine learning
  • stochastic optimization
  • risk minimization
  • variational inequalities
  • data mining
  • optimization problems
  • convex optimization