bibfile

@article{bibtex:lbfgs,
  title={A progressive batching L-BFGS method for machine learning},
  author={Bollapragada, Raghu and Mudigere, Dheevatsa and Nocedal, Jorge and Shi, Hao-Jun Michael and Tang, Ping Tak Peter},
  journal={arXiv preprint arXiv:1802.05374},
  year={2018}
}
@incollection{sgd,
  title={Large-scale machine learning with stochastic gradient descent},
  author={Bottou, L{\'e}on},
  booktitle={Proceedings of COMPSTAT'2010},
  pages={177--186},
  year={2010},
  publisher={Springer}
}
@article{kingma2014adam,
  title={Adam: A method for stochastic optimization},
  author={Kingma, Diederik P and Ba, Jimmy},
  journal={arXiv preprint arXiv:1412.6980},
  year={2014}
}
@article{cho1997neural,
  title={Neural-network classifiers for recognizing totally unconstrained handwritten numerals},
  author={Cho, Sung-Bae},
  journal={IEEE Transactions on Neural Networks},
  volume={8},
  number={1},
  pages={43--53},
  year={1997},
  publisher={IEEE}
}