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Reference:
Logistic regression: Tight bounds for stochastic and online optimization E. Hazan, T. Koren, K. Y. LevyIn Conference on Learning Theory, 2014
Bibtex Entry:
@inproceedings{hazan2014logistic,
  title={Logistic regression: Tight bounds for stochastic and online optimization},
  author={Hazan, Elad and Koren, Tomer and Levy, Kfir Y},
  booktitle={Conference on Learning Theory},
  pages={197--209},
  year={2014}
}