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ASTRO-DF: A Class of Adaptive Sampling Trust-Region Algorithms for Derivative-Free Stochastic Optimization.

Sara ShashaaniFatemeh Sadat HashemiRaghu Pasupathy
Published in: SIAM J. Optim. (2018)
Keyphrases
  • unconstrained optimization
  • trust region
  • learning algorithm
  • optimization methods
  • global optimum
  • machine learning
  • combinatorial optimization
  • constrained optimization
  • convergence analysis
  • newton method