Logistic Regression: Tight Bounds for Stochastic and Online Optimization. Hazan, E., Koren, T., & Levy, K. Y. In Balcan, M. F., Feldman, V., & Szepesvári, C., editors, Proceedings of The 27th Conference on Learning Theory, volume 35, pages 197–209, 2014. PMLR.
Logistic Regression: Tight Bounds for Stochastic and Online Optimization [link]Paper  bibtex   
@InProceedings{Hazan2014,
  author    = {Elad Hazan and Tomer Koren and Kfir Y. Levy},
  title     = {Logistic Regression: Tight Bounds for Stochastic and Online Optimization},
  booktitle = {Proceedings of The 27th Conference on Learning Theory},
  year      = {2014},
  editor    = {Maria Florina Balcan and Vitaly Feldman and Csaba Szepesv\'ari},
  volume    = {35},
  pages     = {197--209},
  publisher = {PMLR},
  url      = {https://scholar.google.com/scholar?cluster=15427856168768614830},
}

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