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Exact bounds for steepest descent algorithms of L-convex function minimization.

Kazuo MurotaAkiyoshi Shioura
Published in: Oper. Res. Lett. (2014)
Keyphrases
  • convex functions
  • worst case
  • learning algorithm
  • lower bound
  • objective function
  • computational complexity
  • machine learning
  • probabilistic model
  • expectation maximization
  • linear program
  • upper and lower bounds