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Averaged Stochastic Gradient Descent Classifiers

Project README


  • "Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent" <>_ Wei Xu (2011)

  • "Large-scale Image Classification: Fast Feature Extraction and SVM Training" <>_ 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" <>_ Leon Bottou (2010)

  • "Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning" <>_ Francis Bach, Eric Moulines (NIPS/HAL 2011)

Open Source Agenda is not affiliated with "Asgd" Project. README Source: npinto/asgd
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