References:

• "Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent" <http://arxiv.org/abs/1107.2490>_ Wei Xu (2011)

• "Large-scale Image Classification: Fast Feature Extraction and SVM Training" <http://www.dbs.ifi.lmu.de/~yu_k/cvpr11_0694.pdf>_ Yuanqing Lin, Fengjun Lv, Shenghuo Zhu, Ming Yang, Timothee Cour, Kai Yu, Liangliang Cao, and Thomas Huang (CVPR 2011)

• "Large-Scale Machine Learning with Stochastic Gradient Descent" <http://leon.bottou.org/publications/pdf/compstat-2010.pdf>_ Leon Bottou (2010)

• "Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning" <http://hal.archives-ouvertes.fr/docs/00/60/80/41/PDF/gradsto_hal.pdf>_ Francis Bach, Eric Moulines (NIPS/HAL 2011)