Adaptive Sampling Quasi-Newton Methods for Derivative-Free Stochastic Optimization. Bollapragada, R. & Wild, S. M. In Beyond First Order Methods in Machine Learning (NeurIPS 2019 Workshop), 2019.
Adaptive Sampling Quasi-Newton Methods for Derivative-Free Stochastic Optimization [link]Paper  bibtex   
@InProceedings{RBSWshort19,
  author    = {Raghu Bollapragada and Stefan M. Wild},
  title     = {Adaptive Sampling Quasi-{N}ewton Methods for Derivative-Free Stochastic Optimization},
  booktitle = {Beyond First Order Methods in Machine Learning (NeurIPS 2019 Workshop)},
  year      = {2019},
  aaurl     = {https://arxiv.org/abs/1910.13516},
  anumber   = {1910.13516},
  mcsnumber = {ANL/MCS-P9236-0919},
  url       = {https://sites.google.com/site/optneurips19/},
}

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